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metadata
language:
  - en
license: apache-2.0
dataset_info:
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      - name: orig_label
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      - name: label
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    splits:
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        num_examples: 8278
      - name: validation
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        num_examples: 1243
      - name: test
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        num_examples: 1344
    download_size: 4298420
    dataset_size: 24700253
  - 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
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      - name: feats
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      - name: head
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      - name: deprel
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      - name: deps
        sequence: string
      - name: misc
        sequence: string
      - name: doc_id
        dtype: string
      - name: mwe
        sequence: 'null'
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      - name: train
        num_bytes: 827143
        num_examples: 308
      - name: validation
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        num_examples: 103
      - name: test
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        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
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      - name: label
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      - name: validation
        num_bytes: 228839
        num_examples: 281
      - name: test
        num_bytes: 181790
        num_examples: 215
    download_size: 0
    dataset_size: 1039490
  - config_name: zho.rst.gcdt.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: 3466038
        num_examples: 2026
      - name: validation
        num_bytes: 554602
        num_examples: 331
      - name: test
        num_bytes: 557377
        num_examples: 335
    download_size: 712103
    dataset_size: 4578017
  - config_name: zho.rst.gcdt.rels
    features:
      - name: doc
        dtype: string
      - name: unit1_toks
        dtype: string
      - name: unit2_toks
        dtype: string
      - name: unit1_txt
        dtype: string
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        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: 4067285
        num_examples: 6454
      - name: validation
        num_bytes: 627252
        num_examples: 1006
      - name: test
        num_bytes: 615083
        num_examples: 953
    download_size: 1055924
    dataset_size: 5309620
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: fas.rst.prstc.conllu
    data_files:
      - split: train
        path: fas.rst.prstc.conllu/train-*
      - split: validation
        path: fas.rst.prstc.conllu/validation-*
      - split: test
        path: fas.rst.prstc.conllu/test-*
  - config_name: fas.rst.prstc.rels
    data_files:
      - split: train
        path: fas.rst.prstc.rels/train-*
      - split: validation
        path: fas.rst.prstc.rels/validation-*
      - split: test
        path: fas.rst.prstc.rels/test-*
  - config_name: fra.sdrt.annodis.conllu
    data_files:
      - split: train
        path: fra.sdrt.annodis.conllu/train-*
      - split: validation
        path: fra.sdrt.annodis.conllu/validation-*
      - split: test
        path: fra.sdrt.annodis.conllu/test-*
  - config_name: fra.sdrt.annodis.rels
    data_files:
      - split: train
        path: fra.sdrt.annodis.rels/train-*
      - split: validation
        path: fra.sdrt.annodis.rels/validation-*
      - split: test
        path: fra.sdrt.annodis.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: spa.rst.sctb.conllu
    data_files:
      - split: train
        path: spa.rst.sctb.conllu/train-*
      - split: validation
        path: spa.rst.sctb.conllu/validation-*
      - split: test
        path: spa.rst.sctb.conllu/test-*
  - config_name: spa.rst.sctb.rels
    data_files:
      - split: train
        path: spa.rst.sctb.rels/train-*
      - split: validation
        path: spa.rst.sctb.rels/validation-*
      - split: test
        path: spa.rst.sctb.rels/test-*
  - config_name: tha.pdtb.tdtb.rels
    data_files:
      - split: train
        path: tha.pdtb.tdtb.rels/train-*
      - split: validation
        path: tha.pdtb.tdtb.rels/validation-*
      - split: test
        path: tha.pdtb.tdtb.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-*
  - config_name: zho.rst.gcdt.conllu
    data_files:
      - split: train
        path: zho.rst.gcdt.conllu/train-*
      - split: validation
        path: zho.rst.gcdt.conllu/validation-*
      - split: test
        path: zho.rst.gcdt.conllu/test-*
  - config_name: zho.rst.gcdt.rels
    data_files:
      - split: train
        path: zho.rst.gcdt.rels/train-*
      - split: validation
        path: zho.rst.gcdt.rels/validation-*
      - split: test
        path: zho.rst.gcdt.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

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:

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