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Discourse Parsing datasets

archive 2025-07-28

10 datasets carry the task tag "Discourse Parsing" (the task itself: Discourse Parsing), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Discourse Parsing 10

Discourse Parsing datasets 1–10 of 10

Molweni
A machine reading comprehension (MRC) dataset with discourse structure built over multiparty dialog.
Question AnsweringReading ComprehensionDialogue UnderstandingDiscourse ParsingMachine Reading Comprehension
29 papers · 2 benchmarks
RST-DT (RST Discourse Treebank)
The Rhetorical Structure Theory (RST) Discourse Treebank consists of 385 Wall Street Journal articles from the Penn Treebank annotated with discourse structure in the RST framework along with human-generated extracts and abstracts…
Discourse ParsingEnd-to-End RST Parsing
23 papers · 2 benchmarks
GUM (Georgetown University Multilayer corpus)
GUM is an open source multilayer English corpus of richly annotated texts from twelve text types.
TextsSpeechNamed Entity Recognition (NER)Entity LinkingDependency ParsingCoreference ResolutionPart-Of-Speech TaggingRelation Classification+9 tasks
13 papers · 1 benchmark
AMALGUM (A Machine Annotated Lookalike of GUM)
AMALGUM is a machine annotated multilayer corpus following the same design and annotation layers as GUM, but substantially larger (around 4M tokens).
TextsNamed Entity Recognition (NER)Dependency ParsingCoreference ResolutionPart-Of-Speech TaggingNested Named Entity RecognitionDiscourse Parsing+3 tasks
5 papers · 0 benchmarks
Instructional-DT (Instr-DT) (Instructional Discourse Treebank)
This discourse treebank includes annotated instructional texts originally assembled at the Information Technology Research Institute, University of Brighton.
TextsDiscourse Parsing
5 papers · 1 benchmark
DISRPT2021 (DISRPT2021 shared task on Discourse Unit Segmentation, Connective Detection and Discourse Relation Classification)
The DISRPT 2021 shared task, co-located with CODI 2021 at EMNLP, introduces the second iteration of a cross-formalism shared task on discourse unit segmentation and connective detection, as well as the first iteration of a cross-formalism…
TextsSpeechRelation ClassificationDiscourse ParsingImplicit Discourse Relation ClassificationDiscourse SegmentationConnective Detection
3 papers · 0 benchmarks
SPOT (Sentiment Polarity Annotations Dataset)
The SPOT dataset contains 197 reviews originating from the Yelp'13 and IMDB collections ([1][2]), annotated with segment-level polarity labels (positive/neutral/negative).
TextsSentiment AnalysisMultiple Instance LearningDiscourse Parsing
3 papers · 0 benchmarks
PCC (Potsdam Commentary Corpus)
The Potsdam Commentary Corpus (PCC) is a corpus of 220 German newspaper commentaries (2.900 sentences, 44.000 tokens) taken from the online issues of the Märkische Allgemeine Zeitung (MAZ subcorpus) and Tagesspiegel (ProCon subcorpus) and…
Constituency ParsingDiscourse Parsing
2 papers · 0 benchmarks
RRG (Russian RST dataset from GUM v9.1 corpus)
Parallel version of annotations in GUM RST v9.1.
TextsDiscourse Parsing
1 paper · 0 benchmarks
RRT (RuRSTreebank)
RST corpus for Russian.
TextsDiscourse ParsingEnd-to-End RST Parsing
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.