| Can we obtain significant success in RST discourse parsing by using Large Language Models? | Mar 8, 2024 | DecoderDiscourse Parsing | CodeCode Available | 1 |
| Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition | Nov 1, 2023 | Discourse ParsingLanguage Modelling | CodeCode Available | 1 |
| GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing | Oct 19, 2022 | Discourse Parsing | CodeCode Available | 1 |
| A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing | Oct 15, 2022 | Discourse Parsing | CodeCode Available | 1 |
| RST Discourse Parsing with Second-Stage EDU-Level Pre-training | May 1, 2022 | Discourse Marker PredictionDiscourse Parsing | CodeCode Available | 1 |
| discopy: A Neural System for Shallow Discourse Parsing | Nov 1, 2021 | Discourse ParsingWord Embeddings | CodeCode Available | 1 |
| 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 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences | Jun 22, 2021 | Argument MiningDecoder | CodeCode Available | 1 |
| RST Parsing from Scratch | May 23, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 |
| 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 |
| Multilingual Neural RST Discourse Parsing | Dec 3, 2020 | Discourse ParsingTranslation | CodeCode Available | 1 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 |
| A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure | May 6, 2020 | DecoderDiscourse Parsing | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure | Apr 10, 2020 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| Top-Down RST Parsing Utilizing Granularity Levels in Documents | Apr 3, 2020 | Discourse ParsingRelation | CodeCode Available | 1 |
| Fast Rhetorical Structure Theory Discourse Parsing | May 10, 2015 | ArticlesDiscourse Parsing | CodeCode Available | 1 |
| CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations | Jun 10, 2025 | Discourse ParsingEmotion Recognition | CodeCode Available | 0 |
| ESURF: Simple and Effective EDU Segmentation | Jan 13, 2025 | Discourse Parsing | —Unverified | 0 |
| Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings | Dec 4, 2024 | Discourse ParsingStance Classification | —Unverified | 0 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 |
| Bilingual Rhetorical Structure Parsing with Large Parallel Annotations | Sep 23, 2024 | Discourse ParsingEnd-to-End RST Parsing | CodeCode Available | 0 |
| Llamipa: An Incremental Discourse Parser | Jun 26, 2024 | Discourse ParsingLanguage Modeling | —Unverified | 0 |
| Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation | May 30, 2024 | Discourse ParsingGraph Neural Network | CodeCode Available | 0 |
| QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing | Oct 23, 2023 | Discourse ParsingLanguage Modeling | CodeCode Available | 0 |
| What's Hard in English RST Parsing? Predictive Models for Error Analysis | Sep 10, 2023 | Discourse Parsing | CodeCode Available | 0 |
| RST-style Discourse Parsing Guided by Document-level Content Structures | Sep 8, 2023 | Discourse ParsingSentence | —Unverified | 0 |
| A Side-by-side Comparison of Transformers for English Implicit Discourse Relation Classification | Jul 7, 2023 | Discourse ParsingImplicit Discourse Relation Classification | —Unverified | 0 |
| Structured Dialogue Discourse Parsing | Jun 26, 2023 | Discourse ParsingMultiple-choice | CodeCode Available | 0 |
| Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers? | Jun 7, 2023 | Argument MiningDiscourse Parsing | —Unverified | 0 |
| GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation | Jun 3, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| 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 |
| Topic-driven Distant Supervision Framework for Macro-level Discourse Parsing | May 23, 2023 | Discourse ParsingTransfer Learning | —Unverified | 0 |
| A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing | May 21, 2023 | Discourse Parsing | —Unverified | 0 |
| Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study | May 15, 2023 | Discourse ParsingIn-Context Learning | CodeCode Available | 0 |
| ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations | Apr 28, 2023 | Discourse ParsingIn-Context Learning | —Unverified | 0 |
| Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data Diversity | Feb 13, 2023 | Cross-corpusDiscourse Parsing | CodeCode Available | 0 |
| Discourse-Aware Emotion Cause Extraction in Conversations | Oct 26, 2022 | Causal Emotion EntailmentDiscourse Parsing | —Unverified | 0 |
| Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder | Oct 18, 2022 | Discourse Parsing | —Unverified | 0 |
| Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting | Oct 18, 2022 | Discourse ParsingDomain Adaptation | —Unverified | 0 |
| Less is More: A Lightweight and Robust Neural Architecture for Discourse Parsing | Oct 18, 2022 | Discourse Parsing | —Unverified | 0 |
| Large Discourse Treebanks from Scalable Distant Supervision | Oct 18, 2022 | Discourse ParsingSentiment Analysis | —Unverified | 0 |
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification | Oct 1, 2022 | Discourse ParsingOpen Information Extraction | —Unverified | 0 |
| Towards Identifying Alternative-Lexicalization Signals of Discourse Relations | Oct 1, 2022 | Discourse Parsing | —Unverified | 0 |
| A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing | Oct 1, 2022 | Discourse ParsingMulti-Task Learning | CodeCode Available | 0 |
| Easy-First Bottom-Up Discourse Parsing via Sequence Labelling | Oct 1, 2022 | Discourse Parsing | —Unverified | 0 |
| Speaker-Aware Discourse Parsing on Multi-Party Dialogues | Oct 1, 2022 | Discourse Parsing | CodeCode Available | 0 |
