--- language: - en license: apache-2.0 dataset_info: - config_name: deu.rst.pcc.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 3002196 num_examples: 1773 - name: validation num_bytes: 354996 num_examples: 207 - name: test num_bytes: 357461 num_examples: 213 download_size: 0 dataset_size: 3714653 - config_name: deu.rst.pcc.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 1061634 num_examples: 2164 - name: validation num_bytes: 120267 num_examples: 241 - name: test num_bytes: 131921 num_examples: 260 download_size: 0 dataset_size: 1313822 - config_name: eng.dep.scidtb.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: string splits: - name: train num_bytes: 5396222 num_examples: 2570 - name: validation num_bytes: 1749607 num_examples: 815 - name: test num_bytes: 1706155 num_examples: 817 download_size: 0 dataset_size: 8851984 - config_name: eng.dep.scidtb.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 3463826 num_examples: 6060 - name: validation num_bytes: 1125360 num_examples: 1933 - name: test num_bytes: 1092953 num_examples: 1911 download_size: 0 dataset_size: 5682139 - config_name: eng.sdrt.stac.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: string splits: - name: train num_bytes: 4215467 num_examples: 8754 - name: validation num_bytes: 488587 num_examples: 991 - name: test num_bytes: 675799 num_examples: 1342 download_size: 744446 dataset_size: 5379853 - config_name: eng.sdrt.stac.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 1917800 num_examples: 9580 - name: validation num_bytes: 230309 num_examples: 1145 - name: test num_bytes: 311996 num_examples: 1510 download_size: 1030567 dataset_size: 2460105 - config_name: eus.rst.ert.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 2952101 num_examples: 1599 - name: validation num_bytes: 693012 num_examples: 366 - name: test num_bytes: 753179 num_examples: 415 download_size: 635612 dataset_size: 4398292 - config_name: eus.rst.ert.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 1544724 num_examples: 2533 - name: validation num_bytes: 367114 num_examples: 614 - name: test num_bytes: 398853 num_examples: 678 download_size: 267097 dataset_size: 2310691 - config_name: ita.pdtb.luna.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: string splits: - name: train num_bytes: 1884586 num_examples: 3721 - name: validation num_bytes: 350547 num_examples: 775 - name: test num_bytes: 706637 num_examples: 1315 download_size: 505505 dataset_size: 2941770 - config_name: ita.pdtb.luna.rels features: - name: doc dtype: int64 - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 498204 num_examples: 955 - name: validation num_bytes: 107102 num_examples: 209 - name: test num_bytes: 209035 num_examples: 380 download_size: 271620 dataset_size: 814341 - config_name: nld.rst.nldt.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 1738747 num_examples: 1155 - name: validation num_bytes: 375701 num_examples: 254 - name: test num_bytes: 350324 num_examples: 239 download_size: 334430 dataset_size: 2464772 - config_name: nld.rst.nldt.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 705665 num_examples: 1608 - name: validation num_bytes: 146881 num_examples: 331 - name: test num_bytes: 143380 num_examples: 325 download_size: 372780 dataset_size: 995926 - config_name: por.pdtb.crpc.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 14274302 num_examples: 4078 - name: validation num_bytes: 1948042 num_examples: 581 - name: test num_bytes: 1852695 num_examples: 535 download_size: 2246483 dataset_size: 18075039 - config_name: por.pdtb.crpc.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: orig_label.1 dtype: string splits: - name: train num_bytes: 8673004 num_examples: 8797 - name: validation num_bytes: 1156669 num_examples: 1285 - name: test num_bytes: 1147069 num_examples: 1248 download_size: 3135555 dataset_size: 10976742 - config_name: por.rst.cstn.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: string splits: - name: train num_bytes: 4742077 num_examples: 1825 - name: validation num_bytes: 638016 num_examples: 257 - name: test num_bytes: 372732 num_examples: 139 download_size: 672351 dataset_size: 5752825 - config_name: por.rst.cstn.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 2494318 num_examples: 4148 - name: validation num_bytes: 330132 num_examples: 573 - name: test num_bytes: 176246 num_examples: 272 download_size: 820097 dataset_size: 3000696 - config_name: rus.rst.rrt.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 43706473 num_examples: 18932 - name: validation num_bytes: 4556506 num_examples: 2025 - name: test num_bytes: 4657786 num_examples: 2087 download_size: 0 dataset_size: 52920765 - config_name: rus.rst.rrt.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 29448345 num_examples: 28868 - name: validation num_bytes: 2906149 num_examples: 2855 - name: test num_bytes: 2907619 num_examples: 2843 download_size: 0 dataset_size: 35262113 - config_name: spa.rst.rststb.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 4145601 num_examples: 1547 - name: validation num_bytes: 723297 num_examples: 253 - name: test num_bytes: 780028 num_examples: 286 download_size: 659246 dataset_size: 5648926 - config_name: spa.rst.rststb.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 1613935 num_examples: 2240 - name: validation num_bytes: 304667 num_examples: 383 - name: test num_bytes: 321080 num_examples: 426 download_size: 0 dataset_size: 2239682 - config_name: zho.dep.scidtb.conllu features: - name: id sequence: string - name: form sequence: string - name: lemma sequence: string - name: upos sequence: string - name: xpos sequence: string - name: feats sequence: string - name: head sequence: string - name: deprel sequence: string - name: deps sequence: string - name: misc sequence: string - name: doc_id dtype: string - name: mwe sequence: 'null' splits: - name: train num_bytes: 827143 num_examples: 308 - name: validation num_bytes: 282227 num_examples: 103 - name: test num_bytes: 264697 num_examples: 89 download_size: 0 dataset_size: 1374067 - config_name: zho.dep.scidtb.rels features: - name: doc dtype: string - name: unit1_toks dtype: string - name: unit2_toks dtype: string - name: unit1_txt dtype: string - name: unit2_txt dtype: string - name: s1_toks dtype: string - name: s2_toks dtype: string - name: unit1_sent dtype: string - name: unit2_sent dtype: string - name: dir dtype: string - name: orig_label dtype: string - name: label dtype: string splits: - name: train num_bytes: 628861 num_examples: 802 - name: validation num_bytes: 228839 num_examples: 281 - name: test num_bytes: 181790 num_examples: 215 download_size: 0 dataset_size: 1039490 configs: - config_name: deu.rst.pcc.conllu data_files: - split: train path: deu.rst.pcc.conllu/train-* - split: validation path: deu.rst.pcc.conllu/validation-* - split: test path: deu.rst.pcc.conllu/test-* - config_name: deu.rst.pcc.rels data_files: - split: train path: deu.rst.pcc.rels/train-* - split: validation path: deu.rst.pcc.rels/validation-* - split: test path: deu.rst.pcc.rels/test-* - config_name: eng.dep.scidtb.conllu data_files: - split: train path: eng.dep.scidtb.conllu/train-* - split: validation path: eng.dep.scidtb.conllu/validation-* - split: test path: eng.dep.scidtb.conllu/test-* - config_name: eng.dep.scidtb.rels data_files: - split: train path: eng.dep.scidtb.rels/train-* - split: validation path: eng.dep.scidtb.rels/validation-* - split: test path: eng.dep.scidtb.rels/test-* - config_name: eng.sdrt.stac.conllu data_files: - split: train path: eng.sdrt.stac.conllu/train-* - split: validation path: eng.sdrt.stac.conllu/validation-* - split: test path: eng.sdrt.stac.conllu/test-* - config_name: eng.sdrt.stac.rels data_files: - split: train path: eng.sdrt.stac.rels/train-* - split: validation path: eng.sdrt.stac.rels/validation-* - split: test path: eng.sdrt.stac.rels/test-* - config_name: eus.rst.ert.conllu data_files: - split: train path: eus.rst.ert.conllu/train-* - split: validation path: eus.rst.ert.conllu/validation-* - split: test path: eus.rst.ert.conllu/test-* - config_name: eus.rst.ert.rels data_files: - split: train path: eus.rst.ert.rels/train-* - split: validation path: eus.rst.ert.rels/validation-* - split: test path: eus.rst.ert.rels/test-* - config_name: ita.pdtb.luna.conllu data_files: - split: train path: ita.pdtb.luna.conllu/train-* - split: validation path: ita.pdtb.luna.conllu/validation-* - split: test path: ita.pdtb.luna.conllu/test-* - config_name: ita.pdtb.luna.rels data_files: - split: train path: ita.pdtb.luna.rels/train-* - split: validation path: ita.pdtb.luna.rels/validation-* - split: test path: ita.pdtb.luna.rels/test-* - config_name: nld.rst.nldt.conllu data_files: - split: train path: nld.rst.nldt.conllu/train-* - split: validation path: nld.rst.nldt.conllu/validation-* - split: test path: nld.rst.nldt.conllu/test-* - config_name: nld.rst.nldt.rels data_files: - split: train path: nld.rst.nldt.rels/train-* - split: validation path: nld.rst.nldt.rels/validation-* - split: test path: nld.rst.nldt.rels/test-* - config_name: por.pdtb.crpc.conllu data_files: - split: train path: por.pdtb.crpc.conllu/train-* - split: validation path: por.pdtb.crpc.conllu/validation-* - split: test path: por.pdtb.crpc.conllu/test-* - config_name: por.pdtb.crpc.rels data_files: - split: train path: por.pdtb.crpc.rels/train-* - split: validation path: por.pdtb.crpc.rels/validation-* - split: test path: por.pdtb.crpc.rels/test-* - config_name: por.rst.cstn.conllu data_files: - split: train path: por.rst.cstn.conllu/train-* - split: validation path: por.rst.cstn.conllu/validation-* - split: test path: por.rst.cstn.conllu/test-* - config_name: por.rst.cstn.rels data_files: - split: train path: por.rst.cstn.rels/train-* - split: validation path: por.rst.cstn.rels/validation-* - split: test path: por.rst.cstn.rels/test-* - config_name: rus.rst.rrt.conllu data_files: - split: train path: rus.rst.rrt.conllu/train-* - split: validation path: rus.rst.rrt.conllu/validation-* - split: test path: rus.rst.rrt.conllu/test-* - config_name: rus.rst.rrt.rels data_files: - split: train path: rus.rst.rrt.rels/train-* - split: validation path: rus.rst.rrt.rels/validation-* - split: test path: rus.rst.rrt.rels/test-* - config_name: spa.rst.rststb.conllu data_files: - split: train path: spa.rst.rststb.conllu/train-* - split: validation path: spa.rst.rststb.conllu/validation-* - split: test path: spa.rst.rststb.conllu/test-* - config_name: spa.rst.rststb.rels data_files: - split: train path: spa.rst.rststb.rels/train-* - split: validation path: spa.rst.rststb.rels/validation-* - split: test path: spa.rst.rststb.rels/test-* - config_name: zho.dep.scidtb.conllu data_files: - split: train path: zho.dep.scidtb.conllu/train-* - split: validation path: zho.dep.scidtb.conllu/validation-* - split: test path: zho.dep.scidtb.conllu/test-* - config_name: zho.dep.scidtb.rels data_files: - split: train path: zho.dep.scidtb.rels/train-* - split: validation path: zho.dep.scidtb.rels/validation-* - split: test path: zho.dep.scidtb.rels/test-* --- ## Disrpt is a multilingual, multi-framework unified discourse analysis benchmark. It unifies discourse relation classification tasks (.rels) and discourse segmentation (.connlu) for many languages. ⚠️ This repo only contains the disrpt dataset when the underlying data is permissively licensed. Some datasets rely on corpora like the PTB. To load these datasets, do the following: `pip install disrpt-utils` ```python from disrpt_utils import load_dataset corpora_paths={ #TODO Input your own paths "tur.pdtb.tdb": "/mnt/nfs_share_magnet2/dsileo/data/disrpt/TDB1.0/raw/", "eng.rst.rstdt": "/mnt/nfs_share_magnet2/dsileo/data/disrpt/RSTtrees-WSJ-main-1.0-20231128T125253Z-001/" } config_name="eng.rst.rstdt" load_dataset(config_name,'conllu',corpora_paths=corpora_paths) ``` Otherwise, most datasets are directly accessible: ```python from huggingface import load_dataset load_dataset(/multilingual-discourse-hub/disrpt/'','eng.dep.scidtb.rels') ``` # Citations ``` @inproceedings{braud2024disrpt, title={{DISRPT}: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing}, author={Braud, Chloé and Zeldes, Amir and Rivière, Laura and Liu, Yang Janet and Muller, Philippe and Sileo, Damien and Aoyama, Tatsuya}, booktitle={Proceedings of LREC-COLING 2024}, year={2024} } ``` ## Underline datasets: https://huggingface.co/datasets/multilingual-discourse-hub/disrpt/raw/main/bibtex.json