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.gitignore

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-**/.DS_Store

BanglaParaphrase.py

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-import json
-import os
-
-import datasets
-
-_CITATION = """
-to be added
-"""
-
-_DESCRIPTION = """\
-We present a high quality bangla paraphrase dataset containing about 466k paraphrase pairs. The paraphrases ensures high quality by being semantically coherent and syntactically diverse.
-
-"""
-_HOMEPAGE = "https://github.com/csebuetnlp/banglaparaphrase"
-
-_LICENSE = "Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)"
-
-_URL = "https://huggingface.co/datasets/csebuetnlp/BanglaParaphrase/resolve/main/data/BanglaParaphrase.zip"
-
-
-_LANGUAGES = [
-    "bn"
-]
-    
-
-class IndicParaphrase(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
-    
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name="bn",
-            version=datasets.Version("1.0.0")
-        )
-    ]
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "source": datasets.Value("string"),
-                    "target": datasets.Value("string")
-                }
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            citation=_CITATION,
-            license=_LICENSE,
-            version=self.VERSION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        url = _URL
-        data_dir = dl_manager.download_and_extract(url)
-        
-        return [
-        datasets.SplitGenerator(
-            name=datasets.Split.TRAIN,
-            gen_kwargs={
-                "filepath": os.path.join(data_dir, "BanglaParaphrase/train.jsonl"),
-            },
-        ),
-        datasets.SplitGenerator(
-            name=datasets.Split.TEST,
-            gen_kwargs={
-                "filepath": os.path.join(data_dir, "BanglaParaphrase/test.jsonl"),
-            },
-        ),
-        datasets.SplitGenerator(
-            name=datasets.Split.VALIDATION,
-            gen_kwargs={
-                "filepath": os.path.join(data_dir, "BanglaParaphrase/validation.jsonl"),
-            },
-        ),
-    ]
-            
-        
-
-    def _generate_examples(self, filepath):
-        """Yields examples as (key, example) tuples."""
-        with open(filepath, encoding="utf-8") as f:
-            for idx_, row in enumerate(f):
-                data = json.loads(row)
-                yield idx_, {
-                    "source": data["source"],
-                    "target": data["target"],
-                }

README.md

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----
-annotations_creators:
-- found
-language_creators:
-- found
-language:
-- bn
-license:
-- cc-by-nc-sa-4.0
-multilinguality:
-- monolingual
-size_categories:
-- 100k<n<1M
-source_datasets:
-- original
-task_categories:
-- text2text-generation
-task_ids: []
-pretty_name: BanglaParaphrase
-tags:
-- conditional-text-generation
-- paraphrase-generation
----
-
-# Dataset Card for "BanglaParaphrase"
-
-## Table of Contents
-- [Dataset Card Creation Guide](#dataset-card-creation-guide)
-  - [Table of Contents](#table-of-contents)
-  - [Dataset Description](#dataset-description)
-    - [Dataset Summary](#dataset-summary)
-    - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-    - [Languages](#languages)
-  - [Dataset Structure](#dataset-structure)
-    - [Data Instances](#data-instances)
-    - [Data Fields](#data-fields)
-    - [Data Splits](#data-splits)
-  - [Dataset Creation](#dataset-creation)
-    - [Curation Rationale](#curation-rationale)
-    - [Source Data](#source-data)
-      - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
-      - [Who are the source language producers?](#who-are-the-source-language-producers)
-    - [Annotations](#annotations)
-      - [Annotation process](#annotation-process)
-      - [Who are the annotators?](#who-are-the-annotators)
-    - [Personal and Sensitive Information](#personal-and-sensitive-information)
-  - [Considerations for Using the Data](#considerations-for-using-the-data)
-    - [Social Impact of Dataset](#social-impact-of-dataset)
-    - [Discussion of Biases](#discussion-of-biases)
-    - [Other Known Limitations](#other-known-limitations)
-  - [Additional Information](#additional-information)
-    - [Dataset Curators](#dataset-curators)
-    - [Licensing Information](#licensing-information)
-    - [Citation Information](#citation-information)
-    - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Repository:** [https://github.com/csebuetnlp/banglaparaphrase](https://github.com/csebuetnlp/banglaparaphrase)
-- **Paper:** [BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset](https://arxiv.org/abs/2210.05109)
-- **Point of Contact:** [Najrin Sultana](mailto:[email protected])
-
-### Dataset Summary
-
-We present BanglaParaphrase, a high quality synthetic Bangla paraphrase dataset containing about 466k paraphrase pairs. 
-The paraphrases ensures high quality by being semantically coherent and syntactically diverse.
-
-### Supported Tasks and Leaderboards
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-### Languages
-
--  `bengali`
-
-
-## Loading the dataset
-```python
-from datasets import load_dataset
-
-from datasets import load_dataset
-
-ds = load_dataset("csebuetnlp/BanglaParaphrase")
-```
-
-## Dataset Structure
-
-### Data Instances
-
-One example from the `train` part of the dataset is given below in JSON format. 
-```
-{
-"source": "বেশিরভাগ সময় প্রকৃতির দয়ার ওপরেই বেঁচে থাকতেন উপজাতিরা।", 
-"target": "বেশিরভাগ সময়ই উপজাতিরা প্রকৃতির দয়ার উপর নির্ভরশীল ছিল।"
-}
-  ```
-
-### Data Fields
--  'source': A string representing the source sentence.
--  'target': A string representing the target sentence.
-
-### Data Splits
-Dataset  with  train-dev-test  example  counts  are  given  below:
-
-Language       | ISO  639-1  Code | Train | Validation | Test |
--------------- | ---------------- | ------- | ----- | ------ |
-Bengali | bn | 419, 967 | 233, 31 | 233, 32 |
-
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-### Source Data
-
-[Roar Bangla](https://roar.media/bangla)
-
-#### Initial Data Collection and Normalization
-
-[Detailed in the paper](https://arxiv.org/abs/2210.05109) 
-
-
-#### Who are the source language producers?
-
-[Detailed in the paper](https://arxiv.org/abs/2210.05109) 
-
-
-### Annotations
-
-[Detailed in the paper](https://arxiv.org/abs/2210.05109) 
-
-
-#### Annotation process
-
-[Detailed in the paper](https://arxiv.org/abs/2210.05109) 
-
-#### Who are the annotators?
-
-[Detailed in the paper](https://arxiv.org/abs/2210.05109) 
-
-### Personal and Sensitive Information
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-### Discussion of Biases
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-### Other Known Limitations
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-## Additional Information
-
-### Dataset Curators
-
-[More information needed](https://github.com/csebuetnlp/banglaparaphrase)
-
-### Licensing Information
-
-Contents of this repository are restricted to only non-commercial research purposes under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright of the dataset contents belongs to the original copyright holders.
-### Citation Information
-```
-@article{akil2022banglaparaphrase,
-  title={BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset},
-  author={Akil, Ajwad and Sultana, Najrin and Bhattacharjee, Abhik and Shahriyar, Rifat},
-  journal={arXiv preprint arXiv:2210.05109},
-  year={2022}
-}
-```
-
-### Contributions

data/BanglaParaphrase.zip → bn/bangla_paraphrase-test.parquet

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