| RST Parsing from Scratch | May 23, 2021 | Discourse ParsingDiscourse Segmentation | 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 |
| RST Discourse Parsing with Second-Stage EDU-Level Pre-training | May 1, 2022 | Discourse Marker PredictionDiscourse Parsing | CodeCode Available | 1 | 5 |
| Fast Rhetorical Structure Theory Discourse Parsing | May 10, 2015 | ArticlesDiscourse Parsing | 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 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 | 5 |
| Improving Multi-Party Dialogue Discourse Parsing via Domain Integration | Oct 9, 2021 | Discourse ParsingDomain Adaptation | CodeCode Available | 1 | 5 |
| Multilingual Neural RST Discourse Parsing | Dec 3, 2020 | Discourse ParsingTranslation | CodeCode Available | 1 | 5 |
| Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition | Nov 1, 2023 | Discourse ParsingLanguage Modelling | CodeCode Available | 1 | 5 |
| Top-down Discourse Parsing via Sequence Labelling | Feb 3, 2021 | DecoderDiscourse Parsing | CodeCode Available | 1 | 5 |
| Top-Down RST Parsing Utilizing Granularity Levels in Documents | Apr 3, 2020 | Discourse ParsingRelation | 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 |
| GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing | Oct 19, 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 |
| A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing | Oct 15, 2022 | Discourse Parsing | CodeCode Available | 1 | 5 |
| DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing | Oct 9, 2021 | Discourse ParsingDiscourse Segmentation | 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 |
| 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 Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech | Jun 7, 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 |
| 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 |
| A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing | Oct 1, 2022 | Discourse ParsingMulti-Task Learning | CodeCode Available | 0 | 5 |
| Does syntax help discourse segmentation? Not so much | Sep 1, 2017 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 0 | 5 |
