TreeHugger Sustainability Website

Local or organic? Hybrid or electric? Paper or plastic or neither? Nearly all decisions today affect the environment, and figuring out which choices matter most often feels impossible.

That’s why we made Treehugger, the only modern sustainability site that offers advice, clarity, and inspiration for both the eco-savvy and the green-living novice. With 2.6 million monthly users, Treehugger is one of the world’s largest information sites dedicated to driving sustainability mainstream.

Staying informed and making smart choices is critical during this time of environmental change and opportunity; you’ll find that our nearly 20-year-strong library of sustainability content gives you the confidence to purchase a better dishwasher, build a green beauty routine, or simply learn more about the world around you.

We don’t care if you’re just starting to BYO bags or have been composting for decades, welcome to Treehugger. Sustainability for all.


LibreCommons

LibreCommons hosts curated Open Educational Resources from all 14 LibreTexts libraries in one convenient location. LibreCommons, the LibreTexts Libraries, and all of our resources are accessible to everyone via the internet, completely free. We believe everyone should have access to knowledge.

Northern America
United States of America

Yes - it has a direct download link or links


eBible

eBible.org is a business and volunteer group dedicated to getting the Holy Bible to as many people as possible in the languages they understand best and the formats that are most useful to them.

Multiple licences are used. cc-by-nc-nd-4 is the most common.

cc-by-nc-nd-4.0: Creative Commons Attribution Non Commercial No Derivatives 4.0 International


Publons Commercial Website

Publons is a commercial website that provides a free service for academics to track, verify, and showcase their peer review and editorial contributions for academic journals. It was launched in 2012 and was bought by Clarivate in 2017. It claims that over 200,000 researchers have joined the site, adding more than one million reviews across 25,000 journals.[1][2][3] In 2019, ResearcherID was integrated with Publons.[4]

Publons produces a verified record of a person's review and editorial activity for journals, which can be downloaded to include in CVs, funding and job applications, and promotion and performance evaluations.[5] Publons' business model is based on partnering with publishers.
In today’s highly competitive research environment, researchers are frequently asked to demonstrate their impact and service in performance reviews, funding and promotion applications.

Keeping track of this impact isn't easy and takes up valuable time. That’s why we’ve brought the power of Web of Science to Publons — making it quick and easy for researchers to track and demonstrate a more complete record of their impact as a cited author, journal editor, and peer reviewer, in one place.

Publons is powered by integrations with the Web of Science, ORCiD and thousands of scholarly journals to provide industry-leading, trustworthy information so you can show the world more of your research impact.

No - but the current owners/custodians have contact information for data queries

cc-by-4.0: Creative Commons Attribution 4.0 International


Detik

News


TeCla: Text Classification Catalan dataset

TeCla is a Catalan News corpus for thematic Text Classification tasks. It contains 153.265 articles classified under 30 different categories.

The source data is crawled from the ACN (Catalan News Agency) site: http://www.acn.cat, and used under CC-BY-NC-ND 4.0 licence. The dataset is released under the same licence, and is intended exclusively for training Machine Learning models.

This dataset was developed by BSC TeMU as part of the AINA project, and intended as part of CLUB (Catalan Language Understanding Benchmark).

cc-by-nc-nd-1.0: Creative Commons Attribution Non Commercial No Derivatives 1.0 Generic

Yes - their documentation/homepage/description is available


African Journals Online

African Journals OnLine (AJOL) is the world's largest and preeminent platform of African-published scholarly journals. AJOL is a Non-Profit Organisation that (since 1998) works to increase global & continental online access, awareness, quality & use of African-published, peer-reviewed research. Millions of monthly downloads by site users from nearly every country in the world are an indication of the need and widespread use of the AJOL initiative. More than half of the repeat users are from Africa.

World-Wide
Egypt
Benin
Botswana
Burkina Faso
Cameroon
Congo
Republic of the Congo
Cote d'Ivoire
Eritrea
Eswatini
Ethiopia
Ghana
Kenya
Lesotho
Libya
Madagascar
Malawi
Mauritius
Mozambique
Niger
Nigeria
Rwanda
Senegal
Sierra Leone
South Africa
South Sudan
Sudan
Tanzania
Togo
Tunisia
Uganda
Zambia
Zimbabwe


Global Voices French

Global Voices pages in French

cc-by-3.0: Creative Commons Attribution 3.0 Unported


Multidisciplinary Digital Publishing Institute (MDPI)

MDPI or Multidisciplinary Digital Publishing Institute is a publisher of open access scientific journals. Founded by Shu-Kun Lin as a chemical sample archive, it has established over 200 broad-scope journals.[2] MDPI is the largest open access publisher in the world and the fifth largest publisher overall in terms of journal paper output.[3] The number of published papers has been growing significantly in the last decade with year over year growth of over 50% in 2017, 2018 and 2019.


Red de Repositorios Latinoaméricanos

The Latin American Repository Network portal was developed in 2006 by the University of Chile through its Directorate of Information Services and Libraries (SISIB), with the aim of providing a tool for easy access to full-text electronic publications located in different repositories in Latin American countries.


BnL Historical Newspapers

Digitized historic newspapers from the National Library of Luxembourg

French
German
Luxembourgish, Letzeburgesch

National Library of Luxembourg

A library, museum, or archival institute

cc0-1.0: Creative Commons Zero v1.0 Universal


Theses on Line

Created in 2001, TEL (Theses-on-Line) is dedicated to the self-archiving of theses and HDRs (accreditations to supervise research). Like HAL, it is multi-disciplinary and available to any user who has defended his/her thesis, irrespective of his/her university.  Theses are highly important documents which must be valued as essential vectors of scientific communication, an expression of research activities in universities and references for young doctors’ careers.
Authors can deposit their work in HAL, or directly in TEL. The date and time of the deposit are displayed and the deposit has a unique identifier in the form of tel-00000000 and a persistent url.
All authors can use the specific function offered by HAL to create their CV, which will be automatically updated with their subsequent publications if they are also deposited in the archive.
A research centre or institutional portal can also raise the profile of theses produced by creating a collection.

No - we would need to spontaneously reach out to the current owners/custodians

Yes, it can be used, many documents have creative commons licenses, but some don't


Verdad Abierta

Medio periodistico independiente de noticias

Latin America and the Caribbean
Colombia

Todo el contenido de www.verdadabierta.com puede ser utilizado total o parcialmente siempre y cuando se cite como fuente a VerdadAbierta.com


UIT-ViQuAD – A Vietnamese Dataset for Evaluating Machine Reading Comprehension.

Vietnamese Question Answering Dataset (UIT-ViQuAD), a new
dataset for the low-resource language as Vietnamese to evaluate MRC models. This dataset comprises over 23,000 human-generated question-answer pairs based on 5,109 passages of 174 Vietnamese articles from Wikipedia.

The UIT NLP Group

The UIT Natural Language Processing Group is a scientific research group on Natural Language Processing and Computational Linguistics. Members in our group are lecturers, undergraduate and postgraduate students from Vietnam National University- Ho Chi Minh City (VNU-HCM). https://sites.google.com/uit.edu.vn/uit-nlp/

Creative Commons Attribution 4.0 International License

cc-by-nc-sa-4.0: Creative Commons Attribution Non Commercial Share Alike 4.0 International

Yes - the dataset has the same license as the source material


British Library Hertiage Made Digital Newspapers

This is a collection of copyright-cleared 19th Century newspapers held by the British Library.

No Copyright - Other Known Legal Restrictions

Use of this Item is not restricted by copyright and/or related rights. In one or more jurisdictions, laws other than copyright are known to impose restrictions on the use of this Item. Please refer to the organization that has made the Item available for more information.
Notices

    Unless expressly stated otherwise, the organization that has made this Item available makes no warranties about the Item and cannot guarantee the accuracy of this Rights Statement. You are responsible for your own use.
    You may find additional information about the copyright status of the Item on the website of the organization that has made the Item available.
    You may need to obtain other permissions for your intended use. For example, other rights such as publicity, privacy or moral rights may limit how you may use the material.

DISCLAIMER The purpose of this statement is to help the public understand how this Item may be used. When there is a (non-standard) License or contract that governs re-use of the associated Item, this statement only summarizes the effects of some of its terms. It is not a License, and should not be used to license your Work. To license your own Work, use a License offered at https://creativecommons.org/

A year of publications for a newspaper title


The Athletic Sport Coverage

The Athletic is a subscription-based sports website that provides ad-free national and local coverage in 47 North American cities as well as the United Kingdom. The Athletic also covers national stories from top professional and college sports (National Football League, National Basketball Association, Major League Baseball, NASCAR, NCAA football, NCAA basketball (U.S. only), National Hockey League, mixed martial arts, Major League Soccer (U.S. and Canada only) and association football (U.K. edition only).[2] The Athletic's coverage focuses on a mix of long-form journalism, original reporting, and in-depth analysis. Its business model is predicated on dis-aggregating the sports section of local newspapers and reaching non-local fans not reached by a local newspaper.[3] The site was purchased by The New York Times Company in 2022.

Northern America
Northern Europe
United States of America
United Kingdom

unknown: License information unavailable


Tinh Tế

Tinh Te (stylized: Tinhte; Tinhte.vn) is an online forum established in 2006, considered one of the largest information technology forums in Vietnam.


DuReader

DuReader is a large-scale real-world Chinese dataset for Machine Reading Comprehension (MRC) and Question Answering (QA).

Copyright 2017 Baidu.com, Inc. All Rights Reserved
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

A 4-tuple: a question, a question type, related documents, and a human annotated answer


S2ORC: The Semantic Scholar Open Research Corpus

Largest collection of machine-readable English-language open-access scientific literature formatted to support NLP research. 136M papers with titles and abstracts, including 12.7M papers with full text. Unifies popular resources like PubMed Central (Biomedicine) and arXiv (Physics, Math, CS) with papers sourced across many different academic disciplines. Maintained by the Semantic Scholar Research team at AI2. https://aclanthology.org/2020.acl-main.447/

Semantic Scholar / Allen Institute for AI

cc-by-nc-2.0: Creative Commons Attribution Non Commercial 2.0 Generic


Le Centre pour la Communication Scientifique Directe

The Centre pour la Communication Scientifique Directe (CCSD) is a support and research unit (UAR3668) that turned 20 years old in 2020. Its main objective is to provide the higher education and research community with the tools needed to archive, disseminate and capitalise on scientific publications and data.
With the HAL open archive that it has created and is developing, it is a major player in the National Plan for Open Science (PNSO), one of the objectives of which is to generalize open access to publications.
Under the aegis of the Committee for the Open Science, a shared governance will lead, from 2021, the dynamics of development of HAL.

The objectives
Developing open archives for all research output and offering free, open access, fostering the visibility and circulation of scientific and technical information
Collating and interconnecting institutional open archives around HAL, ensuring interoperability between its data bases and those of its partners
Ensuring the longevity of all the data collected by protecting repositories and long-term archiving
Connecting the HAL open archive with the main international themed open archives, such as arXiv, PubMedCentral, etc..
Developing computerised tools for researchers and scientific communities to facilitate all forms of direct scientific communication
Providing national computer services, notably participating in the creation of the listings required to identify French scientific output and the automatic updating of administrative data bases
Participating in all French and international initiatives regarding open archives, particularly European ones


ABC Australia

Website of the Australian Broadcasting Corporation.

All intellectual property rights in the content, software and systems owned by or licensed to the ABC on any ABC Online Services, including logos, images, names, designs, trademarks and copyright (ABC Content) are reserved to the ABC and its licensors. Such content is provided for your personal, non-commercial use only. Unless specifically noted in the House Rules for a particular service, you may not otherwise reproduce, republish, modify, adapt, translate, prepare derivative works from, reverse engineer or disassemble ABC Content, without obtaining the ABC's prior written permission. You agree not to remove, obscure, or alter any ABC copyright notice or trademark on any content you access and use. You also agree not to use ABC Content in a way that implies endorsement by the ABC or any person included in the materials. If you are interested in using ABC Content other than for personal, non-commercial use, please contact ABC Library Sales for further information. Entitlements under Part IVA Division 4 and section 183 of the Copyright Act 1968 (Cth) ('the Act') are reserved to the ABC. For educational institutions: Visit www.screen.org for information about 'Broadcasts' under section 113P of the Act (download of audio-visual content) and www.copyright.com.au for information about 'Works' under section 113P of the Act (copying text/images).


India News Headlines Dataset

This news dataset is a persistent historical archive of noteable events in the Indian subcontinent from start-2001 to end-2020, recorded in real-time by the journalists of India. It contains approximately 3.4 million events published by Times of India. A majority of the data is focusing on Indian local news including national, city level and entertainment. The individual events can be explored in detail via the archives section on the agency website.


El Espectador

El Espectador (meaning "The Spectator") is a newspaper with national circulation within Colombia, founded by Fidel Cano Gutiérrez on 22 March 1887 in Medellín and published since 1915 in Bogotá. It changed from a daily to a weekly edition in 2001, following a financial crisis, and became a daily again on 11 May 2008,[2][3] a comeback which had been long rumoured,[4][5] in tabloid format (28 x 39.5 cm). From 1997 to 2011 its main shareholder was Julio Mario Santo Domingo.[6]

It is the oldest newspaper in Colombia. Since its first issue its motto has been "El Espectador will work for the good of the country with liberal criteria and for the good of the liberal principles with patriotic criteria". It was initially published twice a week, 500 issues each. It defined itself as a "political, literary, news and industrial newspaper". Years later it became a daily and in 2001 became a weekly. Since then, the paper uses the slogan "El Espectador. Opinion is news", implying it now focuses in opinion articles, not in breaking news. This focus was kept when it regained its daily format on 11 May 2008.[7]

According to the latest Estudio General de Medios (EGM – Segunda Ola 2007 (II-2007)), El Espectador has 687,900 readers every week.[8] It is a member of the Inter American Press Association and the Asociación de Diarios Colombianos (ANDIARIOS).

In 2007, its publisher Fidel Cano Correa said he did not agree with former President Álvaro Uribe Vélez's personal behaviour and government style, but he specified that was his own position and not the newspaper's.[9]

Latin America and the Caribbean
Americas
Colombia

Gracias por visitar la página web de EL ESPECTADOR y por revisar los términos y condiciones de uso, así como la Política de Privacidad y Manejo de Información del website www.elespectador.com.

El usuario del website www.elespectador.com al ingresar o utilizar los servicios ofrecidos en este portal, acepta expresamente los Términos de Uso, Política de Privacidad y Derechos de Autor de este sitio web. Al acceder a los servicios ofrecidos en este portal, el usuario acepta (i) ser mayor de edad y con capacidad legal para asumir cualquier tipo de obligación, y (ii) actuar de buena fe y con principios morales y buenas costumbres.

Esta página de Internet y su contenido son de propiedad de COMUNICAN S.A., empresa propietaria y editora del periódico EL ESPECTADOR. Salvo las excepciones de ley, está prohibida su reproducción total o parcial, su traducción, inclusión, transmisión, transformación, almacenamiento o acceso a través de medios analógicos, digitales o de cualquier otro sistema o tecnología creada o por crearse, sin autorización previa y escrita de COMUNICAN S.A..

COMUNICAN S.A., ofrece los contenidos incluidos en esta página de Internet en su nombre y por cuenta propia, sin que el proveedor de servicio de internet (ISP) o el operador de la web, asuman responsabilidad alguna sobre la licitud, fiabilidad, utilidad, veracidad, exactitud, exhaustividad y actualidad de los mismos.

Los contenidos de este sitio, sus componentes, links y cualquier contenido del mismo no podrá ser copiado. Bajo ninguna circunstancia el contenido de este sitio podrá venderse, rentarse, duplicarse, publicarse, distribuirse por cualquier medio, almacenarse, retransmitirse o de cualquier otra forma transferirse independientemente que sea de forma onerosa o gratuita, sin contar con la previa y expresa autorización de COMUNICAN S.A.

El sitio no podrá usarse para ningún fin inmoral o ilegal. Los datos que se ingresen para dichos fines serán eliminados inmediatamente.

Derechos de Autor y Propiedad Industrial

El material que se contiene en este sitio son licenciados o son propiedad exclusiva de COMUNICAN S.A.. Todo el material utilizado dentro de www.elespectador.com está protegido bajo los Derechos de Autor COMUNICAN S.A. / ELESPECTADOR © 2017.

Usted acepta que cualquier copia de material (parcial o completo) que usted pueda retener será gobernado por los Derechos de Autor y Copyright y así mismo deberá exponer información de dichos Derechos de Autor y otra información correspondiente a la propiedad intelectual aquí mencionada. La publicación sin autorización expresa del titular, mediante cualquier medio bien sea impreso o electrónico esté estrictamente prohibido.

Todas las marcas comerciales y logotipos que aparecen en la página son propiedad de COMUNICAN S.A. o de terceros que nos han autorizado a incluir y utilizar dichas marcas y logotipos. Queda prohibido su uso sin previa autorización expresa del correspondiente titular. La infracción de estos derechos se perseguirá civil y, en su caso, penalmente, de acuerdo con las Leyes Nacionales y Tratados Internacionales aplicables.

La protección de los derechos alcanza también a los derechos de Propiedad Industrial e Intelectual de los que sea titular COMUNICAN S.A.- EL ESPECTADOR tales como nombres comerciales, logotipos ó todos aquellos susceptibles de utilización industrial o comercial. El usuario acepta respetar las condiciones establecidas por COMUNICAN S.A. para el acceso a esta página, así como las relativas a su uso, en los términos que aquí exponemos, siempre acordes a la legislación vigente y en concreto a lo estipulado en la ley 23 de 1982, Decisión 351 de 1993, Decisión 486 de la C.A.N, Ley 545 de 1999 (la cual ratifica el Tratado de derechos de Autor - TDA) y la ley 545 de 1999 (la cual ratifica el Tratado sobre Interpretación o ejecución y sobre fonogramas – TIEF) y demás normas concordantes.

La elusión de las medidas tecnológicas de protección, el acceso no autorizado a los contenidos, bases de datos ó servicios de www.elespectador.com será considerado como una intromisión ilícita, conservado COMUNICAN S.A. todas aquellas acciones legales que tanto la legislación vigente en Colombia así como la Legislación Internacional aplicable puedan conferirle.

Salvo las excepciones de ley, se prohíbe expresamente, sin autorización formal de COMUNICAN S.A., modificar, transmitir o usar los contenidos de esta página para propósitos comerciales o de difusión pública, a menos que se haya formalizado algún acuerdo expreso de colaboración y/o comercialización.

Para obtener licencias o permisos de uso de artículos, fotografías, ilustraciones, caricaturas, ilustraciones gráficos, reportajes y cualquier otro contenido de www.elespectador.com, por favor comuníquese con el editor enviando un e-mail a servicioalcliente@elespectador.com o llamando al teléfono (57)(1) 4232300 o enviando una comunicación a la Calle 103 No. 69B-43 Torre V, Bogotá, Colombia.

Responsabilidad

Los materiales contenidos en la página web de EL ESPECTADOR son proporcionados “en estado original” y sin garantías de ninguna clase, ya sean expresas o implícitas. Dentro de los términos de las leyes aplicables, COMUNICAN S.A. no será responsable de ninguna garantía, expresa o implícita, incluyendo, pero sin limitación a garantías implícitas de comerciabilidad y adecuación para un propósito en particular. COMUNICAN S.A. no garantiza que las funciones contenidas en los materiales serán ininterrumpidas o libres de errores, que los defectos serán corregidos, o que EL ESPECTADOR o el servidor que permite su disponibilidad estarán libres de virus u otros componentes dañinos.

COMUNICAN S.A. no garantiza ni ofrece ninguna representación con respecto al uso o los resultados del uso de los materiales en la presente página web, en términos de su corrección, exactitud, confiabilidad, o cualquier otra forma. El material leído por los visitantes en la página ésta web es proporcionado únicamente para fines noticiosos, informativos, promocionales y de entretenimiento.

COMUNICAN S.A. se exime expresamente de cualquier responsabilidad por los materiales que se encuentran en esta página, que puedan ser inapropiados según la legislación de terceros países. Está prohibido el acceso a dichos materiales desde países o zonas donde sus contenidos sean ilegales o perseguidos civil o penalmente.

Quienes accedan a esta página desde otros países o territorios lo hacen bajo su propia iniciativa y serán responsables del estricto cumplimiento de las Leyes Locales y/o Internacionales que resulten aplicables. COMUNICAN S.A. no aceptará ninguna responsabilidad por el acceso de terceros a cualquier apartado o contenido de ésta página, como consecuencia de enlaces a la misma. COMUNICAN S.A. excluye cualquier responsabilidad por daños y perjuicios de toda naturaleza que puedan deberse a la utilización ilegal que los usuarios puedan realizar de los contenidos de ésta página.

En ningún caso COMUNICAN S.A., sus proveedores, distribuidores o demás terceros serán responsables por daños de cualquier tipo, (incluyendo, con carácter enunciativo y no limitativo los daños resultantes de pérdidas de beneficio, pérdida de datos, o interrupción de negocio) que resulten del uso, imposibilidad del uso o de los resultados del uso de esta página.

La información adjunta puede contener fallos de funcionamiento, errores, problemas u otras limitaciones. COMUNICAN S.A. no asume ninguna responsabilidad sobre los errores o sobre las omisiones en el contenido.

COMUNICAN S.A. pondrá todos los medios a su alcance y la mayor diligencia debida, para prevenir y evitar la presencia de virus en los contenidos, la presencia de otros elementos que puedan producir alteraciones en los sistemas informáticos, o en los documentos electrónicos, digitales y ficheros almacenados en un sistema informático. COMUNICAN S.A. excluye cualquier responsabilidad por daños y perjuicios de toda naturaleza que puedan deberse a la presencia de virus o la de otros elementos lesivos en los contenidos.

COMUNICAN S.A. no garantiza que la información transmitida por el usuario a su site, sea obtenida por un tercero no autorizado, razón por la cual el usuario acepta, que transmitirá su Información de Identificación Personal por su propia cuenta y riesgo.

Enlaces a Sitios de Terceros

Se permiten enlaces (links) a este sitio sin permiso escrito previo, siempre y cuando se identifique que el usuario está vinculado a www.elespectador.com. COMUNICAN S.A. se reserva el derecho de prohibir cualquier vínculo a este sitio si el mismo se considera inapropiado por cualquier razón.

El sitio de EL ESPECTADOR contiene enlaces a sitios operados y mantenidos por terceras partes. Las políticas de confidencialidad de tales sitios de internet pueden ser diferentes a las políticas de confidencialidad de EL ESPECTADOR. EL ESPECTADOR no ejerce ningún control sobre los sitios operados y mantenidos por terceras partes, sus sitios de internet, sus productos o servicios. El usuario está en la obligación de leer la política de confidencialidad de los sitios de internet enlazados a través del site de EL ESPECTADOR.

EL ESPECTADOR, esté o no afiliada con páginas que puedan estar enlazadas con esta página, no será responsable por el contenido de éstas (“Páginas Enlazadas”). Las Páginas Enlazadas son sólo para la conveniencia del visitante, quien las contacta por su propia voluntad y bajo su exclusivo riesgo.

Blogs, Tableros de Mensajes, Foros de Charlas y similares

La información y opiniones expresadas en los Tableros de Mensajes, Foros de Charlas, u otros foros conducidos en esta página (“Foros”) no son necesariamente compartidas por EL ESPECTADOR, no ofreciendo EL ESPECTADOR ninguna representación o garantía con respecto a dicha información o dichas opiniones. EL ESPECTADOR no es responsable de cualquier pérdida, daño (ya sea real, a consecuencia, punitivo u otro), perjuicio, reclamo, responsabilidad u otra causa de clase o carácter alguno basado en, o resultante de, cualquier información u opiniones proporcionadas en la página en el web.

EL ESPECTADOR no orienta a los bloggers y/o foristas sobre los tópicos respecto de los cuales deben opinar, ni determina el sentido de esa opinión, ni interviene en los procesos de investigación que estos realicen para sustentar tácticamente sus opiniones. No existe ninguna actividad de control editorial previo sobre las opiniones de los bloggers o los foristas, limitándose el medio de comunicación a brindar un espacio para la publicación, garantizando de paso la pluralidad de opiniones en nuestros blogs y foros.

No obstante lo anterior, el usuario deberá garantizar que no remitirá o de otra manera publicará a través de los Blogs, Tableros de Mensajes, Foros de Charlas y similares, cualquier contenido que:

* Difame, invada la privacidad, o sea obsceno, pornográfico, abusivo o amenazador, contrario a la moral y las buenas costumbres, discriminatorio, ofensivo, intimidatorio, calumnioso, injurioso, inapropiado, ilegal, violatorio de derechos de terceros de cualquier índole, incluidos los derechos de los menores de edad, que cause daños y/o perjuicios, o impida o limite el derecho propio o ajeno a usar los medios de participación de la página de internet, constituya un delito o apología a un delito y/o incite a la violencia y/o a la comisión de delitos.

* Infrinja cualquier propiedad intelectual u otro derecho de cualquier entidad o persona, incluyendo, pero sin limitación, a la violación de los derechos de autor o marcas registradas de cualquier persona. Una vez sea notificado EL ESPECTADOR de la infracción del blogger o forista a los derechos de autor sobre un contenido de titularidad de un tercero publicado en el blog o foro, procederá en forma inmediata a bloquear el acceso o a bajar dicho contenido, notificando al presunto infractor de dicho requerimiento para que de considerarlo, demuestre la legitimidad de su acto, y de hacerlo, volverá a publicarse el contenido inicial;

* Viole cualquier ley;

* Promueva actividades ilegales;

* Publicite o de otra manera solicite fondos o sea una solicitación para bienes o servicios; (colectivamente “Material No-Aprobado”).

El usuario acepta y faculta expresa e irrevocablemente a EL ESPECTADOR para revisar los comentarios u opiniones vertidos en los medios de participación y/o suprimir los que no se adecuen a sus Políticas, así como a interrumpir la comunicación en caso que lo considere conveniente por tales motivos. De igual forma, EL ESPECTADOR se reserva el derecho de ejercer tal facultad cuando así lo estime conveniente, a su discreción, sin que por tal razón sea factible imputarle responsabilidad alguna, por el no ejercicio de la facultad y/o por la existencia, ingreso, participación de usuarios no deseables y/o de comentarios u opiniones que no atienden estas recomendaciones.

Contenido patrocinado

El “contenido patrocinado” es un espacio dedicado dentro del portal www.elespectador.com, destinado a la promoción de marcas directamente por sus titulares, quienes bajo el concepto de Content Marketing, crean y distribuyen contenidos relevantes para sus clientes.

En esta sección, los editores de cada una de las marcas, pretenden trasmitir su conocimiento, dar consejos, sugerir temas de interés de una manera que el usuario se sienta identificado con sus marcas, formando un vínculo con las mismas, pretendiendo ser parte activa de la comunidad para aportar su opinión y también su conocimiento. En tal sentido, las palabras, frases, contenidos editoriales y las características y propiedades referidas y atribuidas a los bienes y servicios promocionados en la sección “contenido patrocinado”, pertenecen única y exclusivamente a su editor.

El editor de cada una de las marcas, garantiza que ningún material utilizado en esta sección, contiene utilizaciones de marcas de propiedad de terceros u de obras protegidas en exceso de los límites autorizados por Ley o en contravención a derechos de terceros. En consecuencia, es el único responsable de cualquier violación o desconocimiento de la propiedad industrial o el Derecho de Autor, y de las afirmaciones que pudieren llevar a la configuración de posibles ilícitos. En estos términos, la información y opiniones expresadas en este sitio por los editores de cada una de las marcas, no comprometen a COMUNICAN S.A.

Política de uso de cookies para elespectador.com

En su página web El Espectador utiliza cookies propias y de terceros con la finalidad de: (i) optimizar los servicios ofrecidos, (ii) ofrecer una mejor experiencia de navegación al usuario, y (iii) brindarle información de todo tipo al usuario conforme con sus preferencias, previo análisis de sus hábitos de navegación.

Estas cookies pueden ser de varios tipos: 1) Por su duración: (i) cookie de sesión, esto es, aquellas que únicamente permanecen activas mientras el usuario registrado haga uso de un determinado espacio web, permitiendo identificar al usuario con el fin de personalizar su experiencia. Finalizada la sesión, esta cookie desaparecerá sin que sean almacenadas en el disco duro del dispositivo, (ii) cookie permanente, esto es, aquella programada directamente por el portal web con el fin de realizar el seguimiento al usuario cada vez que se genera una nueva visita. 2) Por su finalidad: (i) cookies esenciales o técnicas, esto es, aquellas indispensables para garantizar la adecuada navegación, permitiendo el correcto tráfico y reconocimiento de datos, (ii) cookies de personalización, aquellas que almacenan las preferencias de cierto dispositivo como por ejemplo, el idioma, el tipo de navegador, las características que tiene el portal dependiendo el lugar del mundo desde el que se acceda a él, etc., (iii) cookies de análisis, aquellas que permiten la creación de un perfil de navegación por usuario, analizando el comportamiento de este y sus preferencias, y (iv) cookies publicitarias, esto es, aquellas usadas para campañas de marketing propias o de terceros, desinadas a dar a conocer al usuario productos y/o servicios en espacios previamente definidos por El Espectador para el efecto. Las cookies publicitarias, podrán ser almacenadas y/o entregadas a anunciantes de EL ESPECTADOR para que sean utilizadas por estos en sus campañas de mercadeo y publicidad. Estas cookies pueden ser de tipo comportamental, es decir, que se diseñan para almacenar información sobre las visitas frecuentes del usuario y la observación continuada de sus hábitos de navegación, esto a su vez, permite crear un perfil para mostrar publicidad de acuerdo al análisis realizado.

El usuario puede escoger visitar el sitio web de EL ESPECTADOR sin “cookies”, pero sin estos archivos de identificación no podrá beneficiarse de algunas interesantes funciones del site de EL ESPECTADOR. Entre dichas funciones se incluye la de ofrecer una experiencia en línea personalizada.

Para visitar la web sin “cookies”, puede configurar su navegador para que rechace todas las “cookies”, o para que le avise cuando se cree una “cookie”. (Cada navegador es diferente, de modo que deberá consultar el menú “Ayuda” del suyo para saber cómo modificar sus preferencias con relación a las “cookies”.)

La NAI Opt-out es una herramienta que le permite al usuario optar por que su comportamiento en el internet no sea registrado. Como alternativa, puede activar la casilla’ Seleccionar todo’ y así no habrá cookie de publicidad en su computadora y se le excluirá de cualquier programa de publicidad por comportamiento. Haga click aquí si no desea ser registrado por cookies.

Cesiones – Licencia Creative Commons

Con la aceptación expresa de los términos legales establecidos para la página www.elespectador.com, el visitante concede sobre cualquier nota, mensaje/anotación en el tablero de mensajes, idea, sugerencia, concepto u otro material remitido, una licencia con cobertura mundial, sin límite de tiempo y sin esperar a cambio remuneración alguna, limitada a los siguientes derechos: Derecho de reproducción, transformación, distribución y comunicación pública de la obra. Esta cesión tendrá las siguientes restricciones para cualquier tercero que acepte esta licencia: a. En cada reproducción, transformación, distribución y comunicación pública de la obra, el tercero deberá incluir una copia de esta licencia; b. El tercero no podrá imponer ningún término sobre la obra que restrinja los términos de esta licencia por parte de los cesionarios de la misma; c. El tercero no podrá sublicenciar la obra, ni hacer uso de cualquiera de los derechos concedidos mediante el uso de medidas tecnológicas que controlen el acceso o uso de la obra; y d. Si el tercero decide incluir la obra en alguna base de datos o recopilación, de ser este tercero propietario o gestor de esta base de datos, tendrá que renunciar a cualquier derecho relacionado con esta inclusión.

COMUNICAN S.A. en su sitio web www.elespectador.com, suprimirá toda información entregada, digitada, adjuntada que a su juicio sea considerada obscena, pornográfica, abusiva o amenazante, o de cualquier forma atente contra la moralidad y respeto de los demás usuarios o visitantes.

Otros aspectos

Salvo que se cuente con la licencia Creative Commons, toda utilización de esta página o de su contenido, diferente a la permitida, o con fines comerciales o lucrativos, requerirá de la previa y expresa autorización de www.elespectador.com, según el caso, so pena de constituir violación a las normas de derechos de autor.

Política de Privacidad y Manejo de Información

El usuario acepta la presente política de privacidad y tratamiento de la información facultando a COMUNICAN S.A. para el tratamiento de datos personales (recolección, almacenamiento, uso, circulación y supresión de datos), de la siguiente forma: (i) mediante su consentimiento explícito, esto es, una manifestación expresa otorgada por el usuario al momento de su registro en la página web, (ii) mediante su consentimiento inequívoco, esto es, aquel que se ha prestado por el usuario mediante la acción afirmativa de continuar navegando en el sitio, previa advertencia de la recopilación de datos personales.

Una vez manifestado el consentimiento por el usuario para el tratamiento de datos por parte de COMUNICAN S.A., ésta obtendrá y conservará todo o parte de los siguientes datos personales: nombre y apellidos, usuario, documento de identidad, edad, domicilio, región, país, ciudad, código postal, número de teléfono fijo, número de teléfono móvil, dirección, dirección de correo electrónico, IP, ubicación, preferencias publicitarias y de consumo, preferencias de canales, quejas y reclamos, novedades de servicio, la fecha y hora de acceso a nuestro web (nos permite averiguar las horas de más afluencia, y hacer los ajustes precisos para evitar problemas de saturación en nuestras horas punta), la dirección de Internet desde la que partió el link que dirige a nuestro web (con este dato podemos conocer la efectividad de los distintos banners y enlaces que apuntan a nuestro servidor, con el fin de potenciar los que ofrezcan mejores resultados). Esta información es agrupada en datos básicos y personales, datos de contacto, datos demográficos, datos de gustos, preferencias y hábitos.

De acuerdo con la legislación vigente en materia de protección de datos, Ley 1581 de 2012, Decreto 1377 de 2013 y demás decretos reglamentarios, las normas concordantes, el Usuario o Cliente autoriza a en forma expresa a COMUNICAN S.A. y INVERSIONES CROMOS S.A.S., así como a sus filiales y subsidiarias, a la recolección, almacenamiento, depuración, uso, análisis, circulación, actualización y cruce con información propia o de terceros, en cualquier tecnología conocida o por conocer, de los datos personales aportados en el momento de su registro, o cualquier otro facilitado a COMUNICAN S.A. para su acceso a algunos de los servicios del web site (descarga de videos, consulta de información, suscripción, foros, chats, concursos, etc.), para los siguientes fines:

(i) gestionar tareas de administración, (ii) que le sean otorgados los beneficios comerciales de todas o algunas de ellas, filiales, subsidiarias, así como de sus anunciantes, aliados estratégicos y proveedores, (iii) realizar estudios estratégicos de marketing, segmentación de mercados, nivel satisfacción de cliente entre otros, (iv) elaboración de perfiles (perfilar de audiencias), (v) optimizar los servicios ofrecidos, ofrecer una mejor experiencia de navegación al usuario mediante la configuración y mejora de nuestro sitio y brindarle información de todo tipo al usuario conforme con sus preferencias, previo análisis de sus hábitos de navegación, (vi) transferencia o transmisión internacional de datos, (vii) determinar el número de visitantes diarios de cada sección, lo que nos permite conocer las áreas de más éxito y aumentar y mejorar su contenido, con el fin de que los usuarios obtengan un resultado más satisfactorio), (viii) licencia de bases de datos, y (ix) realizar actividades de mercadeo de sus productos y servicios, y de los productos y servicios de sus filiales y/o aliados comerciales, autorizando la recepción de información por cualquier medio conocido o por conocer, sobre suscripciones, promociones, novedades, productos y servicios relacionados con los eventos y productos editoriales editados y/o comercializados por Comunican S.A. (El Espectador) e Inversiones Cromos S.A.S. y sus aliados estratégicos.

Con el otorgamiento de la autorización, el Usuario tiene para sí los derechos ARCO (acceso, rectificación, cancelación y oposición de datos personales), lo cual implica:

• Conocer, actualizar y solicitar la rectificación de datos.

• Solicitar prueba del otorgamiento de la presente autorización;

• Saber del uso que COMUNICAN S.A. e INVERSIONES CROMOS S.A.S. han hecho de sus datos personales;

• Revocar en cualquier momento la autorización de inclusión de sus datos personales en las bases de datos de COMUNICAN S.A. e INVERSIONES CROMOS S.A.S.;

• Solicitar sin costo alguno acceso a sus datos personales previamente autorizados.

El responsable del tratamiento de datos es Comunican S.A. y como encargado de dicho tratamiento podrá haber terceros proveedores de servicios contratados directamente por Comunican S.A., compañías e individuos que podrán realizar servicios en nombre de Comunican S.A., tales como: tratamiento de la información, envío de correos electrónicos, e-marketing, limpieza de bases de datos y determinación y preferencias de consumo. Comunican S.A. y los terceros proveedores de servicios deberán tratar la información personal dentro del ámbito y para los fines comprendidos en el presente item, de acuerdo con lo previsto en la Ley 1581 de 2012, Decreto 1377 de 2013 y demás decretos reglamentarios y las normas que los modifiquen sobre protección de datos personales, y conforme con la presente Política de Privacidad y Protección de Datos Personales. De ser encargado a un tercero el tratamiento de los datos personales, constará la referencia de los datos de identificación de estos terceros a quienes se encargue el tratamiento.

Para mayor información, el usuario puede contactarse a la línea de ATENCION AL CLIENTE: 01 8000 510903 o en Bogotá al 4055540, o ejercer los derechos anteriormente referidos, particularmente para conocer, actualizar, rectificar, suprimir y revocar la autorización prestada o solicitar la supresión de mis datos personales, escribiendo directamente a Comunican S.A. al correo electrónico databasemarketing@elespectador-cromos.com o por escrito a la Calle 103 N° 69B-43 Torre 5 en Bogotá, atención Señores Inteligencia de Mercados, señalando el asunto “Tratamiento de Datos Personales” indicando los datos de contacto para recibir una respuesta a más tardar dentro de los 10 días hábiles siguientes a su recepción, prorrogables por otros 5 días más, previa justificación del incidente. De existir algún reclamo sin solucionar, se acompañarán los datos personales registrados del Usuario o Cliente con la siguiente leyenda: “Reclamo en Trámite”. El titular de los datos personales sólo podrá elevar queja ante la Superintendencia de Industria y Comercio una vez haya agotado el trámite de consulta o reclamo ante COMUNICAN S.A..

COMUNICAN S.A. almacenará la información del Usuario o Cliente de manera segura y, por lo tanto, tomará todas las medidas de precaución para proteger su información contra adulteraciones, pérdidas, consultas, uso o acceso no autorizado o fraudulento. Los subcontratistas y proveedores de COMUNICAN S.A. e INVERSIONES CROMOS S.A.S. que de una u otra forma accedan a datos personales de Usuarios por razón de algún encargo especial (encargado del tratamiento) para la información de promociones, novedades, productos y servicios relacionados con los eventos y productos editoriales editados y/o comercializados por COMUNICAN S.A. y por la sociedad INVERSIONES CROMOS S.A.S., están obligados contractualmente a mantener dicha información confidencialmente y no podrán utilizar esta información para ningún otro fin.

COMUNICAN S.A. e INVERSIONES CROMOS S.A.S. no desean recopilar datos personales de menores de 18 años, a menos que se cuente con la expresa autorización de sus padres o acudientes legales. Presumimos que los menores cuentan con la autorización de sus acudientes legales para suministrar información personal. Sin embargo, si los padres u otro tutor legal descubre que los niños bajo su supervisión han suministrado información personal a COMUNICAN S.A. sin su autorización, y desean eliminarla, les solicitamos que se pongan en contacto con nosotros y nos informen e instruyan en forma inmediata.

El usuario responderá, en cualquier caso, de la veracidad de los datos facilitados, reservándose COMUNICAN S.A. el derecho a excluir de los servicios registrados a todo usuario que haya facilitado datos falsos, sin perjuicio de las demás acciones que procedan en Derecho.

COMUNICAN S.A. podrá transferir la Información de Identificación Personal como parte de los activos de COMUNICAN S.A. en caso de que la Compañía o partes del negocio fuesen vendidas, fusionadas o adquiridas por terceros.

La presente política de tratamiento de información tiene una vigencia contada a partir del 27 de julio de 2013. La vigencia de la base de datos será por el término máximo permitido la ley.

Requerimientos de las Autoridades:

COMUNICAN S.A. cooperará con las autoridades competentes para garantizar el cumplimiento de las leyes, en materia de protección de la propiedad intelectual, prevención del fraude y otras materias.

El usuario del web site www.elespectador.com autoriza expresamente COMUNICAN S.A. a suministrar cualquier Información Personal sobre él, con la finalidad de dar cumplimiento a cualquier requerimiento de autoridad competente, y con el fin de cooperar con las autoridades competentes en la medida en que discrecionalmente lo entendamos necesario y adecuado en relación con cualquier investigación de un ilícito o un fraude, infracción de derechos de propiedad intelectual, u otra actividad que sea ilegal o que pueda exponer a COMUNICAN S.A. a cualquier responsabilidad legal. Además, el usuario nos autoriza a comunicar su Nombre de Usuario, nombre y apellidos, domicilio, ciudad, región, código postal, país, número de teléfono, dirección de correo electrónico, y nombre de su compañía a las autoridades competentes, en relación con la investigación del fraude, infracción de derechos de propiedad intelectual, piratería, o cualquier otra actividad ilegal.

Seguridad

COMUNICAN S.A. está obligada a cumplir con toda la legislación aplicable en materia de medidas de seguridad aplicables a su Información Personal. Adicionalmente, COMUNICAN S.A. usa los estándares de la industria en materia de protección de la confidencialidad de su Información Personal, incluyendo, en otras medidas, cortafuegos (“firewalls”) y Secure Socket Layers (“SSL”).

Política de pagos en línea - Términos y Condiciones de Compradores

COMUNICAN S.A., ha celebrado un acuerdo con PayU el servicio de plataforma de pagos electrónicos (en adelante “el proveedor del sistema de pago”), para que a través del uso de tarjetas de crédito y débito, sea posible la adquisición de cualquier tipo de producto suministrado por COMUNICAN S.A. en su website www.elespectador.com.

PayU es un proveedor de servicios de pago que presta a COMUNICAN S.A. los siguientes servicios: (i) le concede una licencia exclusiva y revocable para el uso de una plataforma tecnológica destinada al procesamiento en línea de pagos resultantes de la venta en línea de bienes y servicios (la “Plataforma PayU”). (ii) le habilita el pago de los bienes y servicios ofrecidos a sus compradores a través de diversos medios de pago. (iii) ejecuta la validación de transacciones pagadas con tarjeta de crédito a fin de mitigar el riesgo de fraude por suplantación de identidad de tarjetahabientes. iv) recauda, en representación y por cuenta de COMUNICAN S.A., los pagos resultantes de las transacciones en cuestión; y (v) transfiere, a la Cuenta bancaria de COMUNICAN S.A., los montos recaudados con ocasión de dichos pagos (en adelante los “Servicios PayU”).

El comprador de los bienes y/o servicios de COMUNICAN S.A. entiende y acepta: (a) Que utiliza el sistema de pago por su cuenta y riesgo; (b) Que el proveedor del sistema de pago no garantiza la disponibilidad o las demoras de la plataforma procesando las transacciones; (c) Que el proveedor del sistema de pago no garantiza la seguridad de la plataforma, y en particular la no ocurrencia de fraudes con la información del tarjetahabiente; (d) Que el proveedor del sistema de pago no garantiza el correcto ni oportuno procesamiento de las transacciones a través de la plataforma; (e) Que el proveedor del sistema de pago se exime de responsabilidad en relación con los bienes y/o servicios ofrecidos, su calidad, seguridad, idoneidad y tiempo de entrega; (f) Que el proveedor del sistema de pago no se hace responsable por el pago de los tributos que se causen como consecuencia de la relación contractual entre el Comercio y el Pagador; (g) Que el proveedor del sistema de pago se exime de responsabilidad por el incumplimiento de COMUNICAN S.A. de sus obligaciones relacionadas con el manejo de datos personales. (h) Que el pagador autoriza al proveedor del sistema de pago para utilizar sus datos personales a fin de mitigar el riesgo de suplantación de identidad de los tarjetahabientes, enviarles información promocional y publicitaria PayU, de los comercios registrados en la Plataforma PayU y de terceros que incluyan promociones para la compra de bienes o servicios a través de la Plataforma PayU, enviar cupones de descuento, afiliar a programas de lealtad, crear perfiles de consumo del pagador, entre otros materiales promocionales y publicitarios que puedan llegar a ser de interés del pagador. (i) Que el pagador podrá solicitar al proveedor del sistema de pago, en cualquier momento, que no se le envíe información promocional o publicitaria, o que se le envíe sólo cierta información que sea de su interés.

El portal de pagos de PayU, previa solicitud de COMUNICAN S.A. y autorización del pagador, habilitará la posibilidad de hacer débitos automáticos periódicos de las cuentas bancarias cualquiera sea su modalidad y de las tarjetas de crédito, a fin de pagar el suministro sucesivo de bienes o servicios (“Débitos Recurrentes”).

Tras la conexión con la plataforma de PayU, la información personal del usuario se codificará de forma segura y automática, antes de enviarse a través de Internet. PayU garantiza que la información personal del usuario se registra de forma segura (codificada) a sus servidores web y no a un servidor desconocido y no autorizado.

La información personal suministrada por el banco para el uso de débitos por internet es administrada y custodiada por el banco emisor. El usuario deberá mantener dicha información en secreto; por ningún motivo COMUNICAN S.A. y PayU solicitarán claves ni números de cuentas bancarias al usuario pagador. Esta información sólo será registrada al momento en que el usuario accede a la sucursal virtual de su banco adquiriente, entidad que está en la obligación de custodiar y administrar las claves de sus clientes.

Jurisdicción y Legislación Aplicable

Estos términos de uso se regirán, interpretarán y aplicarán según las leyes de la República de Colombia.

Cambios de Política

COMUNICAN S.A. www.elespectador.com se reserva la facultad de revisar en cualquier momento estos TERMINOS DE USO DE LA PAGINA. Los usuarios quedan obligados por dichas revisiones. COMUNICAN S.A. publicará mediante aviso en su site, cualquier cambio en su política de confidencialidad.


LA Referencia -

LA Reference gives visibility to the scientific production of higher education and research institutions in Latin America, promotes Free and Open Access to the full text, with special emphasis on results financed with public funds.


WIT Ted Talks

The Web Inventory Talk is a collection of the original Ted talks and their translated version. The translations are available in more than 109+ languages, though the distribution is not uniform.

Textbook Standard Vietnamese, Spoken Formal

Cettolo Mauro,  Girardi Christian, Federico Marcello

TED makes its collection of video recordings and transcripts of talks available under the Creative Commons BY-NC-ND license (look here). WIT3 acknowledges the authorship of TED talks (BY condition) and does not redistribute transcripts for commercial purposes (NC). As regards the integrity of the work (ND), WIT3 only changes the format of the container, while preserving the original contents. WIT3 aims to support research on human language processing as well as the diffusion of TED Talks!

cc-by-nc-4.0: Creative Commons Attribution Non Commercial 4.0 International


HiTZ zentroa

HiTZ is a reference center on Language Technologies. Its aim is to promote research, training, technological transfer and innovation in Language-centric Artificial Intelligence. We are a multidisciplinary team: computer scientists, linguists and engineers. HiTZ involves the Ixa and Aholab research groups, both from the University of the Basque Country (UPV/EHU), who have been — since their creation in 1988 and 1998 respectively — the main tractors in the area of Language Technologies of the Basque Country.


Radio Publique Africaine

African Public Radio (Radio Publique Africaine or RPA) is a public radio station in Burundi. In 2009, Le Monde described it as "one of the most widely listened-to stations in the country".[1] The station's motto is "la voix des sans-voix" ("the voice of the voiceless").


VnExpress

VnExpress is a Vietnamese online newspaper, run by FPT Corporation. It is the first newspaper in Vietnam that is not produced in paper format.

© Copyright 1997 VnExpress.net. All rights reserved.


Los Angeles Times Daily Media

The Los Angeles Times (abbreviated as LA Times) is a daily newspaper based in El Segundo, California. Published in Los Angeles, California, since 1881, [2] it has the fifth-largest circulation in the U.S. and is the largest American newspaper not headquartered on the East Coast.[3] The paper focuses its coverage of issues particularly salient to the West Coast, such as immigration trends and natural disasters. It has won more than 40 Pulitzer Prizes for its coverage of these and other issues. As of June 18, 2018, ownership of the paper is controlled by Patrick Soon-Shiong, and the executive editor is Norman Pearlstine.[4]

In the 19th century, the paper developed a reputation for civic boosterism and opposition to labor unions, the latter of which led to the bombing of its headquarters in 1910. The paper's profile grew substantially in the 1960s under publisher Otis Chandler, who adopted a more national focus. In recent decades the paper's readership has declined, and it has been beset by a series of ownership changes, staff reductions, and other controversies. In January 2018, the paper's staff voted to unionize and finalized their first union contract on October 16, 2019.


IARPA Babel Swahili Language Pack

Swahili ASR Dataset. Official description says "IARPA Babel Swahili Language Pack IARPA-babel202b-v1.0d was developed by Appen for the IARPA (Intelligence Advanced Research Projects Activity) Babel program. It contains approximately 350 hours of Swahili conversational and scripted telephone speech collected from 2012-2014 along with corresponding transcripts."

Multiple licenses:
* For-profit use: https://catalog.ldc.upenn.edu/license/iarpa-babel-swahili-agreement-for-profit.pdf
* Non-member: https://catalog.ldc.upenn.edu/license/iarpa-babel-swahili-agreement-non-member.pdf
* Not-for-profit: https://catalog.ldc.upenn.edu/license/iarpa-babel-swahili-agreement-not-for-profit.pdf

multiple licenses
research use
non-commercial use
copyright - all rights reserved

No - the dataset curators kept the source data secret

350 hours of telephone conversations, no clue how long each file is. Estimating 15 minutes each, and 350 words per minute?


Information week digital Magazine

InformationWeek defines the value of technology in the age of digital business. As the world’s most trusted business technology resource, InformationWeek offers independent insight and advice to help today's IT leaders navigate the fast-changing technology landscape and identify the best strategies and tools to drive their organizations forward.

InformationWeek provides a trusted environment for IT decision-makers to learn from experienced journalists, subject matter experts, and their peers to explore new ideas, find answers to their business technology questions, and solve their most pressing problems. If an IT product or platform isn’t tied to delivering on business goals, it’s of little interest to InformationWeek.

InformationWeek partners with Informa Tech’s flagship independent IT event, Interop -- aligning content, inspirational IT leadership speakers and expert editorial insight to provide IT professionals with career advice and technology resources 365 days a year.

The InformationWeek network brings together sister publications Dark Reading and Network Computing to provide comprehensive coverage of the core topics of Interop: Security, Infrastructure, Cloud, Data & Analytics, Devops, and Leadership & Professional Development.

Together, the InformationWeek network and Interop informs and connects today's IT leaders, whether they are meeting in person or congregating online.

InformationWeek is part of Informa Tech’s events and media portfolio. Extend the reach of your brand by taking advantage of our wider Enterprise IT network of sponsorship opportunities to get your message out to buyers. Find media kits, advertising products, content services, and industry research at Informa Tech’s marketing solutions site, Create Your Next Customer.


TSAC

Tunisian sentiment analysis corpus. The dataset contains 17K user comments manually annotated to positive and negative. The corpus is collected from Facebook comments on official pages of Tunisian radios and TV channels. The dataset is collected between Jan 2015 and June 2016.

Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed.

lgpl-3.0: GNU Lesser General Public License v3.0 only


Bangla Sentiment Classification Datasets

Multiple sentiment classification datasets for Bengali, which can also be used for training LMs. The Datasets are the following:

ABSA_datasets -- This dataset has developed to perform aspect based sentiment analysis task in Bangla.
License: CC BY 4.0

SAIL_data -- This dataset, consists of tweet posts, has developed in the Shared task on Sentiment Analysis in Indian Languages (SAIL) 2015. [2]
License: Non-profit

multichannel_bsentiment -- This data was collected from several newspapers, TV news, books, blogs, and social media.
License: NA (N.B.: We have the permission to share this dataset.)

youtube_sentiment -- This dataset was developed by extracting comments from various YouTube videos.
License: NA

The work is licensed under https://creativecommons.org/licenses/by-nc/4.0/. However, for each dataset, please see the license information associated with it. Any private dataset can be accessed by contacting with the respective authors.

No - the dataset curators describe the primary sources but they are fully private


XQuAD-ca

Professional translation into Catalan of XQuAD dataset (https://github.com/deepmind/xquad).

XQuAD (Cross-lingual Question Answering Dataset) is a benchmark dataset for evaluating cross-lingual question answering performance. The dataset consists of a subset of 240 paragraphs and 1190 question-answer pairs from the development set of SQuAD v1.1 (Rajpurkar et al., 2016) together with their professional translations into ten languages: Spanish, German, Greek, Russian, Turkish, Arabic, Vietnamese, Thai, Chinese, and Hindi. Rumanian was added later. We added the 13th language to the corpus using also professional native catalan translators.

XQuAD and XQuAD-Ca datasets are released under CC-by-sa licence.

cc-by-sa-4.0: Creative Commons Attribution Share Alike 4.0 International


Central News Agency of Taiwan

The Central News Agency (CNA) is the national news agency of the Republic of China (ROC) and the most influential news organization in Taiwan.

Yes. There is previous work (2011) that used the source: https://catalog.ldc.upenn.edu/LDC2011T13


magazine in Basque

It is a generalist magazine in Basque, the oldest active. It is a weekly on paper, and has a continuous online edition.
It is a generalist magazine in Basque, the oldest active. It is a weekly on paper, and has a continuous online edition.

Webgune honetako edukiek (kasu zehatzetan kontrakoa adierazi ezean) Creative Commons Aitortu – Partekatu berdin (CC-BY-SA) 4.0 lizentzia dute.

Lizentzia honek eskubide hauek ematen dizkio erabiltzaileari:

    Partekatu: edukiak kopiatu eta birbanatu ditzakezu edozein medio eta formatutan

    Egokitu: edukiak berrerabili eta lan eratorriak sor ditzakezu, baita helburu komertzialarekin ere.

Beti ere baldintza hauek betetzen badira:

    Aitortu — Aitortza egokia egin behar duzu, lizentziaren esteka eman behar duzu eta aldaketak egin diren adierazi behar duzu. Zentzuzko edozein modutan egin dezakezu hori, baina ez duzu aditzera eman behar lizentzia-emaileak zu edo zure erabilera onesten duenik.

    PartekatuBerdin — Materiala nahasten, eraldatzen eta horretan oinarrituz sortzen baduzu, jatorrizkoaren lizentzia berarekin banatu beharko dituzu zure ekarpenak.

    Ez dago murrizketa gehigarririk — Ezin duzu lege-baldintzarik edo neurri teknologikorik aplikatu, baldin eta lizentziak baimentzen duen zerbait legez murrizten badiete gainerakoei.

Webguneko edukiak erabiltzean lizentziak ezartzen dituen baldintzak bete ezean, ekinbide legalak hartzeko eskubidea izango dugu.


Australian Twittersphere

The Australian Twittersphere is a longitudinal, curated collection of tweets from approximately 838,000 Twitter accounts identified as ‘Australian’. The Digital Observatory has maintained reliable, ongoing data collection since early 2018, with approximately 23 million tweets being collected per month. There is also an archive of approximately 2 billion tweets from 2006 to 2016. The Digital Observatory currently collects approximately 37 million tweets per month.

Digital Observatory of the Queensland University of Technology

The data should be able to be used to train models while respecting the rights and wishes of the data creators and custodians, as they were obtained in compliance with Twitter's terms of use.

Yes - the dataset curators have obtained consent from the source material owners


Grabaciones del Senado - Colombia

transcripts of the discussions held in the senate of Colombia


UK Doctoral Thesis Metadata from EThO

The data in this collection comprises the bibliographic metadata for all UK doctoral theses listed in EThOS, the UK's national thesis service. We estimate the data covers around 98% of all PhDs ever awarded by UK Higher Education institutions, dating back to 1787. Thesis metadata from every PhD-awarding university in the UK is included.


Linguistic Data Consortium

The Linguistic Data Consortium is an open consortium of universities, companies and government research laboratories. It creates, collects and distributes speech and text databases, lexicons, and other resources for linguistics research and development purposes.

Niger-Congo Arabic Basque Catalan Chinese English French Indic Portuguese Spanish Vietnamese Yoruba Akan Bambara Igbo Swahili Assamese Bengali Hindi Telugu Tamil Urdu ar-GLF ar-EG ar-LEV ar-MA ar-TN ar-MSA


Indosum

IndoSum: A New Benchmark Dataset for Indonesian Text Summarization

Formal language. Looks like it was crawled from news site.

Apache License, Version 2.0 Apache License Version 2.0, January 2004
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A content provider for different topics

Africa
Libya
Egypt
Syria
Jordan
Saudi Arabia


ESTER Evaluation de Systemes de Transcription enrichie d’Emissions Radiophoniques

The ESTER Corpus is a subset of the ESTER Evaluation Package (catalogue ref. ELRA-E0021), which was produced within the French national project ESTER (Evaluation of Broadcast News enriched transcription systems), as part of the Technolangue programme funded by the French Ministry of Research and New Technologies (MRNT). The ESTER project enabled to carry out a campaign for the evaluation of Broadcast News enriched transcription systems using French data.

This corpus includes the material that was used for the ESTER evaluation campaign, excluding the textual data (available in this catalogue and referenced ELRA-W0015 and ELRA-W0023):

1) About 100 hours of orthographically transcribed news broadcast, including annotations of named entities.
2) The evaluation tools allow to evaluation each task defined above.
3) Two guides and manuals were produced and are provided in the package distributed by ELDA :
o Guide for the annotation of named entities
o Specifications and evaluation protocol

An extra corpus of 1,700 hours of non-transcribed radio broadcast news recordings can also be provided upon request, on hard disk, as an adding to this package at a cost of 100 Euro (plus shipment fee).

Northern Africa
Western Europe
France
Morocco


Mind Body Green

Science & Research
Exploration is at the heart of everything we do at MBG—from the studies we cover to the strong science backing up our products. We feature the best research and medical expertise available in each and every area that we explore.
Committed to the whole you
At the foundation of mindbodygreen is the conviction that the different areas of our lives are interconnected with one another. Purpose and meaning come when we are thriving in every area of our life, so here we will nurture and care for every aspect of our lives in order to facilitate full and lasting health.
Quality Sourced
Whether it’s a product we recommend, a doctor we feature, or a class we hope you explore, we are deeply committed to providing you with quality. Our goal is to provide you with information, products, and connections that stand the test of time.
For over 10 years, MBG has been guiding people towards lives of greater meaning, connection, fulfillment, and purpose, supported by a vibrant community. Our expert contributors and editors report on groundbreaking scientific discoveries, leading research, and share personal stories of transformation.


AfricArXiv research article collection on 'African Languages'

An automated collection of research papers selected for the search term 'African Languages'

Niger-Congo English French Arabic Portuguese ar-NOR ar-DZ ar-DJ ar-EG ar-LY ar-TN ar-SS ar-SD ar-MR ar-MA ar-SO

Probably CC BY and/or CC 0, certainly open for reuse


Global Voices Arabic

Global Voices pages in Arabic


Vietnamese EN-VI Machine Translation VLSP 2020

Bilingual Dataset EN-VI. Consisting of 20k samples. Domains including: News, openSub (3.5m), TED-like, EVBCorpus (45k), Wiki-alt (20k) và tập dữ liệu cơ bản (8.8k))


OPUS-100 is an English-centric multilingual corpus covering 100 languages.

Niger-Congo Arabic Catalan Chinese English French Indonesian Portuguese Spanish

Quoting the website "In the OPUS project we try to convert and align free online data, to add linguistic annotation, and to provide the community with a publicly available parallel corpus.", I believe the data can be used.


African Story Book Emakhuwa

Open access to picture storybooks in the languages of Africa. For children’s literacy, enjoyment and imagination.


Galileo Open Learning Materials

GALILEO Open Learning Materials brings together open educational resources throughout the University System of Georgia, including open textbooks and ancillary materials.

This repository is administrated by Affordable Learning Georgia, an initiative of GALILEO and the University System of Georgia which aims to reduce the cost of textbooks to students and contribute to their retention, progression, and graduation. For more about Affordable Learning Georgia, visit Affordable Learning Georgia's website.

Most works hosted in GALILEO Open Learning Materials have a Creative Commons license, allowing the reuse, redistribution, remix, and revision of these materials. To learn more about Creative Commons licenses, please visit the Creative Commons Licenses Page.


OER Commons

OER Commons (OER for open educational resources) is a freely accessible online library that allows teachers and others to search and discover open educational resources (OER) and other freely available instructional materials.

Institute for the Study of Knowledge Management in Education

content repository, archive, or collection


BT sport UK and Ireland

BT Sport is a group of pay television sports channels provided by BT Consumer; a division of BT Group in the United Kingdom and Ireland that was launched on 1 August 2013. The channels are based at the former International Broadcast Centre at the Queen Elizabeth Olympic Park in London.[1] BT Sport is available on the BT TV, Sky and Virgin Media television platforms in the UK and Sky, Eir TV and Vodafone TV in the Republic of Ireland.

BT Sport holds exclusive live UK and Republic of Ireland TV rights to 52 Premier League matches per season, the UEFA Champions League, UEFA Europa League, UFC, National League, Ligue 1, Serie A, the European Rugby Challenge Cup, the Premiership Rugby Cup, MotoGP, the FIH Hockey World League and WWE. They are also the official broadcast partner of the European Rugby Champions Cup and Premiership Rugby. BT Sport also holds shared rights to the Scottish Professional Football League with Sky Sports and BBC Alba. In 2015, BT Sport launched their showcase service in SD and in HD in 2017. The SD service closed on 9 May 2017 and the HD service in 2018.


HuffPost Formerly The Huffington Post

At HuffPost, we report with empathy and put people at the heart of every story. We take a people-first approach in everything we report—be it news and politics or lifestyle and entertainment—and we cover real stories about real life. Regardless of who you are, where you live or what you believe, you can count on HuffPost to help you navigate what’s happening in the world and how it affects you. We consider the needs, passions and curiosity of our readers in all of our journalism. If something matters to our readers, it matters to us.


Hindi Wikipedia Articles

This data set consists of 172k Wikipedia Articles which have been cleaned.

It has a Train set of 137.8k articles and Validation set of 34.4k articles, which were used to train and benchmark Language Models for Hindi in the repository NLP for Hindi

There is a smaller version of this data set available at Hindi Wikipedia Articles - 55k

The data set was collected using this and this notebook.

Feel free to use this data set creatively and for building better Language Models in Hindi.


Semantic Textual Similarity in Catalan

STS corpus is a benchmark for evaluating Semantic Text Similarity in Catalan.
It consists of more than 3000 sentence pairs, annotated with the semantic similarity between them, using a scale from 0 (no similarity at all) to 5 (semantic equivalence). It is done manually by 4 different annotators following our guidelines based on previous work from the SemEval challenges (https://www.aclweb.org/anthology/S13-1004.pdf).

The source data are scraped sentences from the Catalan Textual Corpus (https://doi.org/10.5281/zenodo.4519349), used under CC-by-SA-4.0 licence (https://creativecommons.org/licenses/by-sa/4.0/). The dataset is released under the same licence.

This dataset was developed by BSC TeMU as part of the AINA project, and to enrich the Catalan Language Understanding Benchmark (CLUB).

web | content repository, archive, or collection


51 Hani Stories in both Hani and English

Parallel corpus. Published printed book collecting 51 folk tales, with English and Hani translations, with matching paragraphs marked by number. Almost perfect for machine translation research. The stories range in length, from 300 to about 3k words. They comprise about 100k words in total.

Asia
Eastern Asia
South-eastern Asia
China
Laos
Myanmar
Vietnam

I, Colin Leong (cleong1@udayton.ed), personally emailed the publisher, Diethard Ande. He had this to say:
"Dear Colin,
Yes, I have all the rights for the book
I do not fully understand the commercial implications
My money is in the printed books and I have to pay royalties to the writer
When I sell rights I share the proceeds 50 : 50 with the author. That can be translations into other languages or special print runs for specific markets etc
In most cases I do not have or approve of electronic versions as it would eat into my sale of hard copies

Do I understand it correctly that you work on a program to translate English into Hani language? It means you or other people will use your program to translate other English texts into Hani language? I do not see any problem with that,
But if you want to use it to produce a Hani version of my book, in electronic or hard copy form than it is a commercial venture and I need a share of the loot

Regards Diethard
"

Published printed collection of 51 folk tales, each one translated into both English and Hani, aligned by paragraph with numbers.


Parallel Corpora Indian Languages

This a parallel corpora across 10 Indian Languages - Hindi, Telugu, Tamil, Malayalam, Gujarati, Urdu, Bengali, Oriya, Marathi, Punjabi, and English. This work relies on two sources – the Press Information Bureau (PIB) and Mann Ki Baat, the Indian Prime Minister’s speeches to compile sentence aligned parallel corpora with shared content across 10 languages.

Indic Hindi Telugu Tamil Malayalam Gujarati Urdu Bengali Odia Marathi Punjabi English

International Institute of Information Technology - Hyderabad


Multilingual Knowledge Questions & Answers

MKQA is an open-domain question answering evaluation set comprising question-answer pairs aligned across typologically diverse languages.

Arabic English Spanish French Vietnamese Chinese Portuguese Danish German Finnish Hebrew Hungarian Italian Japanese Korean Norwegian Polish Russian Swedish Thai Turkish

cc-by-sa-3.0: Creative Commons Attribution Share Alike 3.0 Unported

An original English query, and then queries and answers in 26 languages.


Basque Wikipedia

The Basque version of the Wikipedia,  an online free content encyclopedia.

Standard Basque, may contain grammar and ortographic errors


The 100 days of COVID-19 in the Australian Twittersphere dataset consists of 2.8 million tweet IDs corresponding to tweets from the Australian Twittersphere that mention the COVID-19 pandemic, either through Coronavirus specific hashtags or keywords. The tweets were created on or after 20 January 2020, and up until 23 May 2020 (the 15 weeks that form the first ‘100 days’ of COVID-19 in Australia).


Medium Online Publishing Platform

Medium is an American online publishing platform developed by Evan Williams and launched in August 2012. It is owned by A Medium Corporation.[2] The platform is an example of social journalism, having a hybrid collection of amateur and professional people and publications, or exclusive blogs or publishers on Medium,[3] and is regularly regarded as a blog host.

Williams, previously co-founder of Blogger and Twitter,[4] initially developed Medium as a means to publish writings and documents longer than Twitter's 140-character (now 280-character) maximum.

In March 2021, Medium announced a change in its publishing strategy and business model. The change is to its mix of paid journalists working on its own publications – this will be proportionally reduced – versus its support of independent writers, which will increase.


Data on COVID-19 News Coverage in Vietnam

The dataset extracted from the AI-enabled news crawler contains the following information:

    Date: The date of publication of the crawled news articles.
    Title: The title of the crawled news articles.
    Url: The Uniform Resource Locators (URLs), or the web addresses, of the crawled news articles.
    Detail: The content of the crawled news articles


ahotsak

Catalogue of  Basque Oral Heritage, interviews to elderly people about their experiences.

BADIHARDUGU Deba Ibarreko Euskera Alkartia


XNLI

it is a Cross-lingual Natural Language Inference corpus that

English
French
Spanish
Arabic
Vietnamese
Chinese
ar-MSA
German
Greek languages
Bulgarian
Russian
Arabic
Turkish
Thai
Hindi
Swahili (macrolanguage)
Urdu


Linguistic Data Consortium (LDC)

Consortium that has language data for over 100 languages: https://catalog.ldc.upenn.edu/search. They host datasets created by the BABEL program (https://www.iarpa.gov/index.php/research-programs/babel) such as the IARPA Babel Swahili Language Pack (https://catalog.ldc.upenn.edu/LDC2017S05)

Niger-Congo
Indic
Indonesian
Portuguese
Arabic
French
Spanish
Vietnamese
Basque
Catalan
Chinese
English
Swahili
Akan
Bambara
isiZulu
Yoruba
Igbo
Hindi
Telugu
Tamil
Urdu
Assamese
Kazakh
Tagalog
Amharic
Arabic
Gulf Arabic
North Levantine Arabic
South Levantine Arabic
Mesopotamian Arabic
Tunisian Arabic
Assamese
Bulgarian
Bengali, Bangla
Catalan, Valencian
Cebuano
Chinese (family)
Hakka Chinese
Literary Chinese
Mandarin Chinese
Min Nan Chinese
Wu Chinese
Yue Chinese, Cantonese
Czech
Danish
Dutch, Flemish
English
Estonian
French
Georgian
German
Guarani
Haitian, Haitian Creole
Hausa
Highland Puebla Nahuatl
Hindi
Hungarian
Icelandic
Igbo
Italian
Japanese
Javanese
Khmer, Central Khmer
Korean
Kumarbhag Paharia
Northern Kurdish
Lahnda
Western Panjabi
Lao
Latin
Lithuanian
Lucumi
Luo (Kenya and Tanzania), Dholuo
Mahou, Mawukakan
Mal Paharia
Malay (macrolanguage)
Indonesian
Mandingo, Manding
Middle English (1100-1500)
Modern Greek (1453-)
Halh Mongolian
Ngomba
No linguistic content, Not applicable
Norwegian Bokmål
Norwegian Nynorsk
Oromo
Panjabi, Punjabi
Dari, Afghan Persian
Iranian Persian
Polish
Portuguese
Pushto, Pashto
Romanian, Moldavian, Moldovan
Russian
Sanskrit
Sauria Paharia
Scottish Gaelic, Gaelic
Sea Island Creole English
Serbo-Croatian
Bosnian
Croatian
Serbian
Slovak
Slovenian
Somali
Spanish, Castilian
Swahili (macrolanguage)
Swedish
Tamil
Telugu
Thai
Tigrinya
Tok Pisin
Trinidadian Creole English
Turkish
Ukrainian
Urdu
Uzbek
Vietnamese
Yemba
Yoruba
Zacatlán-Ahuacatlán-Tepetzintla Nahuatl
Zulu

They list 109 languages at https://catalog.ldc.upenn.edu/search.

World-Wide
Americas
United States of America

Intelligence Advanced Research Projects Activity (IARPA)


CNBC Pay Television Business News Channel

CNBC is the number one business and financial news network on the planet. Our mission is to help the influential and aspirational to make astute decisions to get ahead. CNBC International ensures no matter where you are you can keep up to date with the latest breaking business and financial news.
With international headquarters in London and Singapore, we provide you with the perfect 24-hour global business briefing. From the start of trading in Asia, through the Closing Bell on Wall Street, our fast-paced, hard-hitting business coverage makes CNBC essential viewing for any senior business leader.
In addition to our global TV channel, available in more than 385 million homes worldwide, CNBC is also available on mobile, tablet and desktop. CNBC.com is the preeminent financial news source on the web, featuring an unprecedented amount of video, real-time market analysis, web-exclusive live video and analytical financial tools.


eBible Corpus

Curated corpus of parallel data derived from versions of the Bible provided by eBible.org.


The Japan Times

The Japan Times is Japan's largest and oldest English-language daily newspaper.[1][2] It is published by The Japan Times, Ltd. (株式会社ジャパンタイムズ, Kabushiki gaisha Japan Taimuzu), a subsidiary of News2u Holdings, Inc.. It is headquartered in the Kioicho Building (紀尾井町ビル, Kioicho Biru) in Kioicho, Chiyoda, Tokyo.


The Hill Newspaper and Digital Media

The Hill is an American newspaper and digital media company based in Washington, D.C. that was founded in 1994. In 2020, it was the largest independent political news site in the United States.
Focusing on politics, policy, business and international relations, The Hill's coverage includes the U.S. Congress, the presidency and executive branch, and election campaigns. The Hill describes its output as "nonpartisan reporting on the inner workings of Government and the nexus of politics and business". The company's primary outlet is TheHill.com. The Hill is additionally distributed in print for free around Washington, D.C. and distributed to all congressional offices.


Le Monde Group

The Le Monde Group comprises some of France’s most famous publications, including Le Monde, Courrier International, Télérama, La Vie, and HuffPost.


IITB English-Hindi Corpus

The IIT Bombay English-Hindi corpus contains parallel corpus for English-Hindi as well as monolingual Hindi corpus collected from a variety of existing sources and corpora developed at the Center for Indian Language Technology, IIT Bombay over the years. This corpus has been used at the Workshop on Asian Language Translation Shared Task since 2016 the Hindi-to-English and English-to-Hindi languages pairs and as a pivot language pair for the Hindi-to-Japanese and Japanese-to-Hindi language pairs.

IIT Bombay

Anoop Kunchukuttan; Pratik Mehta; Pushpak Bhattacharyya

web | wiki
web | news or magazine website
web | official website
news articles

The corpus contains 1.49 million parallel sentences.


Remezcla.com

Remezcla is an American media company focusing on the Latin American cultural sphere. It serves the millennial market.

Remezcla started as a grassroots project among writers and creatives that was led by co-founders Claire Frisbie, Nuria Net, and Andrew Herrera.  We shared one common point of view: there were so many great stories about new Latin music, culture, and events that no one was covering. Traditional Latin media was not for us. We were called “alternative,” but to us, what we were covering was our new mainstream. Along the way we met so many like-minded friends in other cities and countries that it sparked a movement. Answering “What is Remezcla?” is difficult for me because what started in living rooms and coffee shops among friends has grown to be so much more; today we reach millions of readers and have built a brand that goes beyond our publication.


Vietnamese Complaint Detection on E-Commerce Websites

Customer product reviews play a role in improving the quality of products and services for organizations or brands. Complaining is an attitude that expresses dissatisfaction with an event or a product not meeting customer expectations. In this paper, we build a Vietnamese dataset (UIT-ViOCD), including 5,485 human-annotated reviews on four categories about product reviews on e-commerce sites. After the data collection phase, we proceed to the annotation task and achieve Am = 87% by Fleiss' Kappa. Then, we present an extensive methodology for the research purposes and achieve 92.16% by F1-score for identifying complaints. With the results, in the future, we want to build a system for open-domain complaint detection in E-commerce websites.


Indonesian Chat data

Indonesian corpora for chat summarization.

Since this data collection is done while the creator is in the private company, it might be difficult.