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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
- 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: 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.conllu
data_files:
- split: train
path: tha.pdtb.tdtb.conllu/train-*
- split: validation
path: tha.pdtb.tdtb.conllu/validation-*
- split: test
path: tha.pdtb.tdtb.conllu/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