| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| DeepREF: A Framework for Optimized Deep Learning-based Relation Classification | Jun 1, 2022 | Deep LearningQuestion Answering | CodeCode Available | 0 |
| Why only Micro-F1? Class Weighting of Measures for Relation Classification | May 19, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Unified Semantic Typing with Meaningful Label Inference | May 4, 2022 | Entity TypingRelation Classification | CodeCode Available | 0 |
| Visually Grounded Interpretation of Noun-Noun Compounds in English | May 1, 2022 | Relation Classification | —Unverified | 0 |
| What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification | Apr 28, 2022 | ClassificationRelation | CodeCode Available | 0 |
| Function-words Enhanced Attention Networks for Few-Shot Inverse Relation Classification | Apr 26, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification | Apr 15, 2022 | Event Causality IdentificationNode Classification | —Unverified | 0 |
| EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing | Mar 1, 2022 | ClassificationRelation | —Unverified | 0 |
| Automatically Generating Counterfactuals for Relation Classification | Feb 22, 2022 | ClassificationRelation | —Unverified | 0 |
| Cross Domain Few-Shot Learning via Meta Adversarial Training | Feb 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Enhanced Protein-Protein Interactions Extraction from the Literature using Entity Type- and Position-aware Representation | Jan 16, 2022 | PositionRelation | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| VRDFormer: End-to-End Video Visual Relation Detection With Transformers | Jan 1, 2022 | ObjectRelation | —Unverified | 0 |
| Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy | Dec 26, 2021 | RelationRelation Classification | —Unverified | 0 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 |
| Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation | Dec 8, 2021 | ClassificationQuestion Answering | CodeCode Available | 0 |
| One General Teacher for Multi-Data Multi-Task: A New Knowledge Distillation Framework for Discourse Relation Analysis | Nov 16, 2021 | Knowledge DistillationMulti-Task Learning | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| SERC: Syntactic and Semantic Sequence based Event Relation Classification | Nov 3, 2021 | ClassificationNatural Language Inference | —Unverified | 0 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph | Nov 1, 2021 | Argument Pair Extraction (APE)Relation | —Unverified | 0 |
