| DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing | Oct 9, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 | 5 |
| Can we obtain significant success in RST discourse parsing by using Large Language Models? | Mar 8, 2024 | DecoderDiscourse Parsing | CodeCode Available | 1 | 5 |
| discopy: A Neural System for Shallow Discourse Parsing | Nov 1, 2021 | Discourse ParsingWord Embeddings | CodeCode Available | 1 | 5 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 | 5 |
| ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities | Apr 5, 2021 | Discourse Parsing | CodeCode Available | 1 | 5 |
| RST Parsing from Scratch | May 23, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| Improving Multi-Party Dialogue Discourse Parsing via Domain Integration | Oct 9, 2021 | Discourse ParsingDomain Adaptation | CodeCode Available | 1 | 5 |
| Fast Rhetorical Structure Theory Discourse Parsing | May 10, 2015 | ArticlesDiscourse Parsing | CodeCode Available | 1 | 5 |
| Top-Down RST Parsing Utilizing Granularity Levels in Documents | Apr 3, 2020 | Discourse ParsingRelation | CodeCode Available | 1 | 5 |
| A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure | May 6, 2020 | DecoderDiscourse Parsing | CodeCode Available | 1 | 5 |
| A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing | Oct 15, 2022 | Discourse Parsing | CodeCode Available | 1 | 5 |
| ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences | Jun 22, 2021 | Argument MiningDecoder | CodeCode Available | 1 | 5 |
| Top-down Discourse Parsing via Sequence Labelling | Feb 3, 2021 | DecoderDiscourse Parsing | CodeCode Available | 1 | 5 |
| Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition | Nov 1, 2023 | Discourse ParsingLanguage Modelling | CodeCode Available | 1 | 5 |
| RST Discourse Parsing with Second-Stage EDU-Level Pre-training | May 1, 2022 | Discourse Marker PredictionDiscourse Parsing | CodeCode Available | 1 | 5 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 | 5 |
| Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure | Apr 10, 2020 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 | 5 |
| Multilingual Neural RST Discourse Parsing | Dec 3, 2020 | Discourse ParsingTranslation | CodeCode Available | 1 | 5 |
| GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing | Oct 19, 2022 | Discourse Parsing | CodeCode Available | 1 | 5 |
| The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error | Mar 21, 2022 | Discourse ParsingDomain Adaptation | CodeCode Available | 0 | 5 |
| STEM: Unsupervised STructural EMbedding for Stance Detection | Dec 1, 2021 | Discourse ParsingStance Detection | CodeCode Available | 0 | 5 |
| The CLaC Discourse Parser at CoNLL-2015 | Aug 19, 2017 | BIG-bench Machine LearningDiscourse Parsing | CodeCode Available | 0 | 5 |
| Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark | May 24, 2023 | Discourse ParsingInformation Retrieval | CodeCode Available | 0 | 5 |
| RST-Tace A tool for automatic comparison and evaluation of RST trees | Jun 1, 2019 | Discourse Parsing | CodeCode Available | 0 | 5 |
| A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing | Oct 1, 2022 | Discourse ParsingMulti-Task Learning | CodeCode Available | 0 | 5 |
| A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech | Jun 7, 2021 | Discourse Parsing | CodeCode Available | 0 | 5 |
| QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing | Oct 23, 2023 | Discourse ParsingLanguage Modeling | CodeCode Available | 0 | 5 |
| Structured Dialogue Discourse Parsing | Jun 26, 2023 | Discourse ParsingMultiple-choice | CodeCode Available | 0 | 5 |
| Representation Learning for Text-level Discourse Parsing | Jun 1, 2014 | Discourse ParsingQuestion Answering | CodeCode Available | 0 | 5 |
| Speaker-Aware Discourse Parsing on Multi-Party Dialogues | Oct 1, 2022 | Discourse Parsing | CodeCode Available | 0 | 5 |
| CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations | Jun 10, 2025 | Discourse ParsingEmotion Recognition | CodeCode Available | 0 | 5 |
| Multi-tasking Dialogue Comprehension with Discourse Parsing | Oct 7, 2021 | Discourse ParsingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Persian Rhetorical Structure Theory | Jun 25, 2021 | Discourse Parsing | CodeCode Available | 0 | 5 |
| Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction | Jun 1, 2021 | Discourse ParsingGraph Learning | CodeCode Available | 0 | 5 |
| Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank | Aug 28, 2017 | Dependency ParsingDiscourse Parsing | CodeCode Available | 0 | 5 |
| Predicting Discourse Trees from Transformer-based Neural Summarizers | Apr 14, 2021 | Discourse Parsing | CodeCode Available | 0 | 5 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 | 5 |
| Bilingual Rhetorical Structure Parsing with Large Parallel Annotations | Sep 23, 2024 | Discourse ParsingEnd-to-End RST Parsing | CodeCode Available | 0 | 5 |
| A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues | Dec 1, 2018 | Discourse ParsingLink Prediction | CodeCode Available | 0 | 5 |
| Does syntax help discourse segmentation? Not so much | Sep 1, 2017 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 0 | 5 |
| MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision | Nov 5, 2020 | Discourse Parsing | CodeCode Available | 0 | 5 |
| GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation | Jun 3, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Multi-view and multi-task training of RST discourse parsers | Dec 1, 2016 | Discourse Parsing | CodeCode Available | 0 | 5 |
| DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection | Sep 20, 2021 | ClassificationConnective Detection | CodeCode Available | 0 | 5 |
| CoNLL 2016 Shared Task on Multilingual Shallow Discourse Parsing | Aug 1, 2016 | Discourse Parsing | CodeCode Available | 0 | 5 |
| Deep Enhanced Representation for Implicit Discourse Relation Recognition | Jul 13, 2018 | Discourse ParsingRelation | CodeCode Available | 0 | 5 |
| A Unified Linear-Time Framework for Sentence-Level Discourse Parsing | May 14, 2019 | Discourse ParsingSentence | CodeCode Available | 0 | 5 |
| Cross-lingual RST Discourse Parsing | Jan 11, 2017 | Discourse Parsing | CodeCode Available | 0 | 5 |
| Hierarchical Pointer Net Parsing | Aug 30, 2019 | DecoderDiscourse Parsing | CodeCode Available | 0 | 5 |
