| Exploiting a lexical resource for discourse connective disambiguation in German | Dec 1, 2020 | ClassificationDiscourse Parsing | —Unverified | 0 |
| Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse Reading | Dec 1, 2020 | Discourse ParsingPosition | —Unverified | 0 |
| Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining | Nov 6, 2020 | Discourse ParsingMachine Translation | —Unverified | 0 |
| MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision | Nov 5, 2020 | Discourse Parsing | CodeCode Available | 0 |
| Contextualized Embeddings for Connective Disambiguation in Shallow Discourse Parsing | Nov 1, 2020 | Discourse ParsingWord Embeddings | —Unverified | 0 |
| Coreference for Discourse Parsing: A Neural Approach | Nov 1, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 |
| A Simple Global Neural Discourse Parser | Sep 2, 2020 | Discourse Parsing | —Unverified | 0 |
| A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle | Jul 1, 2020 | Data AugmentationDiscourse Parsing | —Unverified | 0 |
| Labeling Explicit Discourse Relations using Pre-trained Language Models | Jun 21, 2020 | Discourse Parsing | —Unverified | 0 |
| Comparing PTB and UD information for PDTB discourseconnective identification | Jun 1, 2020 | Discourse ParsingPOS | —Unverified | 0 |
| A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure | May 6, 2020 | DecoderDiscourse Parsing | CodeCode Available | 1 |
| The Potsdam Commentary Corpus 2.2: Extending Annotations for Shallow Discourse Parsing | May 1, 2020 | Discourse ParsingRelation | —Unverified | 0 |
| Shallow Discourse Parsing for Under-Resourced Languages: Combining Machine Translation and Annotation Projection | May 1, 2020 | Discourse ParsingMachine Translation | —Unverified | 0 |
| Semi-Supervised Tri-Training for Explicit Discourse Argument Expansion | May 1, 2020 | Discourse Parsing | —Unverified | 0 |
| Chinese Discourse Parsing: Model and Evaluation | May 1, 2020 | BinarizationDiscourse Parsing | —Unverified | 0 |
| Automatic Discourse Segmentation: Review and Perspectives | May 1, 2020 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| Towards Discourse Parsing-inspired Semantic Storytelling | Apr 25, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| 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 |
| Unsupervised Discourse Constituency Parsing Using Viterbi EM | Jan 1, 2020 | Constituency ParsingDiscourse Parsing | CodeCode Available | 0 |
| Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping | Nov 27, 2019 | Dependency ParsingDiscourse Parsing | —Unverified | 0 |
| An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension | Nov 8, 2019 | Discourse ParsingMachine Reading Comprehension | —Unverified | 0 |
| Window-Based Neural Tagging for Shallow Discourse Argument Labeling | Nov 1, 2019 | Discourse Parsing | —Unverified | 0 |
