| A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification | Oct 18, 2021 | ClassificationRelation | —Unverified | 0 |
| Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning | Oct 13, 2021 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| On the Relation between Syntactic Divergence and Zero-Shot Performance | Oct 9, 2021 | Cross-lingual zero-shot dependency parsingDependency Parsing | CodeCode Available | 0 |
| Generate Triggers in Neural Relation Extraction | Sep 29, 2021 | DecoderRelation | —Unverified | 0 |
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | Sep 23, 2021 | Factual probeLanguage Modeling | CodeCode Available | 1 |
| Distilling Relation Embeddings from Pre-trained Language Models | Sep 21, 2021 | Knowledge GraphsLanguage Modeling | 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 |
| Supervised Relation Classification as Two-way Span-Prediction | Sep 17, 2021 | ClassificationPrediction | —Unverified | 0 |
| SORNet: Spatial Object-Centric Representations for Sequential Manipulation | Sep 8, 2021 | ObjectRelation Classification | CodeCode Available | 0 |
| Active Learning for Interactive Relation Extraction in a French Newspaper’s Articles | Sep 1, 2021 | Active LearningArticles | —Unverified | 0 |
| Does Knowledge Help General NLU? An Empirical Study | Sep 1, 2021 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Let’s be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction | Aug 1, 2021 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification | Aug 1, 2021 | ClassificationDenoising | —Unverified | 0 |
| From Learning-to-Match to Learning-to-Discriminate:Global Prototype Learning for Few-shot Relation Classification | Aug 1, 2021 | ClassificationFew-Shot Relation Classification | —Unverified | 0 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| TIMERS: Document-level Temporal Relation Extraction | Aug 1, 2021 | RelationRelation Classification | —Unverified | 0 |
| Verb Metaphor Detection via Contextual Relation Learning | Aug 1, 2021 | Natural Language UnderstandingRelation | —Unverified | 0 |
| Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain | Aug 1, 2021 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| UniRE: A Unified Label Space for Entity Relation Extraction | Jul 9, 2021 | DecoderRelation | CodeCode Available | 1 |
| From Argument Search to Argumentative Dialogue: A Topic-independent Approach to Argument Acquisition for Dialogue Systems | Jul 1, 2021 | Relation Classification | CodeCode Available | 0 |
| A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition | Jun 28, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| One-shot to Weakly-Supervised Relation Classification using Language Models | Jun 22, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| Enhancing Question Generation with Commonsense Knowledge | Jun 19, 2021 | Multi-Task LearningQuestion Generation | —Unverified | 0 |
| Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction | Jun 6, 2021 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Cross-Network Learning with Partially Aligned Graph Convolutional Networks | Jun 3, 2021 | Knowledge GraphsLink Prediction | —Unverified | 0 |
