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--- |
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license: cc-by-nc-sa-4.0 |
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dataset_info: |
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features: |
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- name: id_doc |
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dtype: string |
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- name: words |
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sequence: |
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sequence: string |
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- name: mentions |
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list: |
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- name: id_mention |
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dtype: string |
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- name: mention_data |
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struct: |
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- name: idx_sent |
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dtype: uint32 |
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- name: word_indices |
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sequence: uint32 |
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- name: global_word_indices |
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sequence: uint32 |
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- name: coref_clusters |
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sequence: |
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sequence: string |
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splits: |
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- name: train |
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num_bytes: 413196 |
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num_examples: 149 |
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download_size: 463706 |
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dataset_size: 413196 |
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language: |
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- sl |
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tags: |
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- coreference-resolution |
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pretty_name: coref149 |
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size_categories: |
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- n<1K |
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--- |
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|
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# Dataset card for coref149 |
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|
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### Usage |
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``` |
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import datasets |
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data = datasets.load_dataset("cjvt/coref149", trust_remote_code=True) |
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``` |
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|
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### Dataset Summary |
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The dataset contains a subset of the ssj500k corpus, specifically paragraphs, annotated for coreference. |
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For more details please check the paper (in Slovenian) or the Clarin repository from which this dataset is being loaded. |
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|
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### Supported Tasks and Leaderboards |
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Coreference resolution. |
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|
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### Languages |
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Slovenian. |
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|
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## Dataset Structure |
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|
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### Data Instances |
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|
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``` |
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{ |
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'id_doc': 'ssj4.15.tcf', |
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'words': [ |
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['Znamenita', 'konjeniška', 'dirka', 'Aintree', '2005', 'v', 'bližini', 'Liverpoola', 'je', 'tudi', 'letos', 'postregla', 'z', 'nekaterimi', 'nepredvidljivimi', 'naključji', '.'], |
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['Kljub', 'tradiciji', 'so', 'bili', ...], |
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... |
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], |
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'mentions': [ |
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{'id_mention': 'ssj4.15.tcf.rc_0', 'mention_data': {'idx_sent': 5, 'word_indices': [6, 7], 'global_word_indices': [80, 81]}}, |
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{'id_mention': 'ssj4.15.tcf.rc_1', 'mention_data': {'idx_sent': 0, 'word_indices': [7], 'global_word_indices': [7]}}, |
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... |
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], |
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'coref_clusters': [ |
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['ssj4.15.tcf.rc_0'], |
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['ssj4.15.tcf.rc_1'], |
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['ssj4.15.tcf.rc_2', 'ssj4.15.tcf.rc_3'], |
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... |
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] |
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} |
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``` |
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|
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### Data Fields |
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|
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- `id_doc`: a string ID of the document (corresponds to file name in this case); |
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- `words`: a list of lists of strings containing paragraph words; |
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- `mentions`: a list of dicts for each mention. Each mention contains an ID (`id_mention`) and |
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positions of words inside mention (determined by `idx_sent`, `word_indices`; |
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or equivalently `global_word_indices` if sentences are flattened into a single list) |
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- `coref_clusters`: a list of lists of strings containing mention IDs contained inside each coreference cluster. |
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|
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## Additional Information |
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|
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### Dataset Curators |
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|
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Slavko Žitnik. |
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|
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### Licensing Information |
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|
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CC BY-NC-SA 4.0 |
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### Citation Information |
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|
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``` |
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@article{coref149-paper, |
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title={Odkrivanje koreferenčnosti v slovenskem jeziku na označenih besedilih iz coref149}, |
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volume={6}, |
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url={https://revije.ff.uni-lj.si/slovenscina2/article/view/7967/8253}, |
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number={1}, |
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journal={Slovenščina 2.0}, |
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author={Žitnik, Slavko and Bajec, Marko}, |
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year={2018}, |
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pages={37–66} |
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} |
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``` |
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|
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``` |
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@misc{coref149-clarin, |
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title = {Slovene coreference resolution corpus coref149}, |
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author = {{\v Z}itnik, Slavko}, |
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url = {http://hdl.handle.net/11356/1182}, |
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note = {Slovenian language resource repository {CLARIN}.{SI}}, |
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copyright = {Creative Commons - Attribution-{NonCommercial}-{ShareAlike} 4.0 International ({CC} {BY}-{NC}-{SA} 4.0)}, |
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year = {2018} |
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} |
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``` |
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|
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### Contributions |
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|
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Thanks to [@matejklemen](https://github.com/matejklemen) for adding this dataset. |
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