| A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing | Oct 9, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 |
| Improving Multi-Party Dialogue Discourse Parsing via Domain Integration | Oct 9, 2021 | Discourse ParsingDomain Adaptation | CodeCode Available | 1 |
| Multi-tasking Dialogue Comprehension with Discourse Parsing | Oct 7, 2021 | Discourse ParsingMachine Reading Comprehension | CodeCode Available | 0 |
| DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection | Sep 20, 2021 | ClassificationConnective Detection | CodeCode Available | 0 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing | Aug 1, 2021 | Dependency ParsingDiscourse Parsing | —Unverified | 0 |
| Where Are We in Discourse Relation Recognition? | Jul 1, 2021 | Discourse ParsingImplicit Relations | —Unverified | 0 |
| A Conditional Splitting Framework for Efficient Constituency Parsing | Jun 30, 2021 | Constituency ParsingDiscourse Parsing | —Unverified | 0 |
| Persian Rhetorical Structure Theory | Jun 25, 2021 | Discourse Parsing | CodeCode Available | 0 |
| ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences | Jun 22, 2021 | Argument MiningDecoder | CodeCode Available | 1 |
| A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech | Jun 7, 2021 | Discourse Parsing | CodeCode Available | 0 |
| Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction | Jun 1, 2021 | Discourse ParsingGraph Learning | CodeCode Available | 0 |
| Improving Neural RST Parsing Model with Silver Agreement Subtrees | Jun 1, 2021 | Discourse ParsingRelation | —Unverified | 0 |
| RST Parsing from Scratch | May 23, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 |
| Predicting Discourse Trees from Transformer-based Neural Summarizers | Apr 14, 2021 | Discourse Parsing | CodeCode Available | 0 |
| ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities | Apr 5, 2021 | Discourse Parsing | CodeCode Available | 1 |
| Top-down Discourse Parsing via Sequence Labelling | Feb 3, 2021 | DecoderDiscourse Parsing | CodeCode Available | 1 |
| An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations | Dec 21, 2020 | DecoderDiscourse Parsing | —Unverified | 0 |
| Unsupervised Learning of Discourse Structures using a Tree Autoencoder | Dec 17, 2020 | Discourse Parsing | —Unverified | 0 |
| Discourse Parsing of Contentious, Non-Convergent Online Discussions | Dec 8, 2020 | Discourse ParsingTAG | —Unverified | 0 |
| Multilingual Neural RST Discourse Parsing | Dec 3, 2020 | Discourse ParsingTranslation | CodeCode Available | 1 |
| Research on Discourse Parsing: from the Dependency View | Dec 1, 2020 | Discourse ParsingReading Comprehension | —Unverified | 0 |
| Intent Segmentation of User Queries Via Discourse Parsing | Dec 1, 2020 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining | Dec 1, 2020 | Discourse ParsingMachine Translation | —Unverified | 0 |
