Datasets:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
4c40e64
| annotations_creators: | |
| - crowdsourced | |
| - expert-generated | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - intent-classification | |
| - multi-class-classification | |
| paperswithcode_id: scicite | |
| pretty_name: SciCite | |
| dataset_info: | |
| features: | |
| - name: string | |
| dtype: string | |
| - name: sectionName | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': method | |
| '1': background | |
| '2': result | |
| - name: citingPaperId | |
| dtype: string | |
| - name: citedPaperId | |
| dtype: string | |
| - name: excerpt_index | |
| dtype: int32 | |
| - name: isKeyCitation | |
| dtype: bool | |
| - name: label2 | |
| dtype: | |
| class_label: | |
| names: | |
| '0': supportive | |
| '1': not_supportive | |
| '2': cant_determine | |
| '3': none | |
| - name: citeEnd | |
| dtype: int64 | |
| - name: citeStart | |
| dtype: int64 | |
| - name: source | |
| dtype: | |
| class_label: | |
| names: | |
| '0': properNoun | |
| '1': andPhrase | |
| '2': acronym | |
| '3': etAlPhrase | |
| '4': explicit | |
| '5': acronymParen | |
| '6': nan | |
| - name: label_confidence | |
| dtype: float32 | |
| - name: label2_confidence | |
| dtype: float32 | |
| - name: id | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 870809 | |
| num_examples: 1859 | |
| - name: train | |
| num_bytes: 3843904 | |
| num_examples: 8194 | |
| - name: validation | |
| num_bytes: 430296 | |
| num_examples: 916 | |
| download_size: 23189911 | |
| dataset_size: 5145009 | |
| # Dataset Card for "scicite" | |
| ## 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) | |
| - [Annotations](#annotations) | |
| - [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 | |
| - **Homepage:** | |
| - **Repository:** https://github.com/allenai/scicite | |
| - **Paper:** [Structural Scaffolds for Citation Intent Classification in Scientific Publications](https://arxiv.org/abs/1904.01608) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 23.19 MB | |
| - **Size of the generated dataset:** 5.15 MB | |
| - **Total amount of disk used:** 28.33 MB | |
| ### Dataset Summary | |
| This is a dataset for classifying citation intents in academic papers. | |
| The main citation intent label for each Json object is specified with the label | |
| key while the citation context is specified in with a context key. Example: | |
| { | |
| 'string': 'In chacma baboons, male-infant relationships can be linked to both | |
| formation of friendships and paternity success [30,31].' | |
| 'sectionName': 'Introduction', | |
| 'label': 'background', | |
| 'citingPaperId': '7a6b2d4b405439', | |
| 'citedPaperId': '9d1abadc55b5e0', | |
| ... | |
| } | |
| You may obtain the full information about the paper using the provided paper ids | |
| with the Semantic Scholar API (https://api.semanticscholar.org/). | |
| The labels are: | |
| Method, Background, Result | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### default | |
| - **Size of downloaded dataset files:** 23.19 MB | |
| - **Size of the generated dataset:** 5.15 MB | |
| - **Total amount of disk used:** 28.33 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "citeEnd": 68, | |
| "citeStart": 64, | |
| "citedPaperId": "5e413c7872f5df231bf4a4f694504384560e98ca", | |
| "citingPaperId": "8f1fbe460a901d994e9b81d69f77bfbe32719f4c", | |
| "excerpt_index": 0, | |
| "id": "8f1fbe460a901d994e9b81d69f77bfbe32719f4c>5e413c7872f5df231bf4a4f694504384560e98ca", | |
| "isKeyCitation": false, | |
| "label": 2, | |
| "label2": 0, | |
| "label2_confidence": 0.0, | |
| "label_confidence": 0.0, | |
| "sectionName": "Discussion", | |
| "source": 4, | |
| "string": "These results are in contrast with the findings of Santos et al.(16), who reported a significant association between low sedentary time and healthy CVF among Portuguese" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### default | |
| - `string`: a `string` feature. | |
| - `sectionName`: a `string` feature. | |
| - `label`: a classification label, with possible values including `method` (0), `background` (1), `result` (2). | |
| - `citingPaperId`: a `string` feature. | |
| - `citedPaperId`: a `string` feature. | |
| - `excerpt_index`: a `int32` feature. | |
| - `isKeyCitation`: a `bool` feature. | |
| - `label2`: a classification label, with possible values including `supportive` (0), `not_supportive` (1), `cant_determine` (2), `none` (3). | |
| - `citeEnd`: a `int64` feature. | |
| - `citeStart`: a `int64` feature. | |
| - `source`: a classification label, with possible values including `properNoun` (0), `andPhrase` (1), `acronym` (2), `etAlPhrase` (3), `explicit` (4). | |
| - `label_confidence`: a `float32` feature. | |
| - `label2_confidence`: a `float32` feature. | |
| - `id`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |default| 8194| 916|1859| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @inproceedings{cohan-etal-2019-structural, | |
| title = "Structural Scaffolds for Citation Intent Classification in Scientific Publications", | |
| author = "Cohan, Arman and | |
| Ammar, Waleed and | |
| van Zuylen, Madeleine and | |
| Cady, Field", | |
| booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)", | |
| month = jun, | |
| year = "2019", | |
| address = "Minneapolis, Minnesota", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/N19-1361", | |
| doi = "10.18653/v1/N19-1361", | |
| pages = "3586--3596", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |