| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning | Oct 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Zero-shot Event Causality Identification with Question Answering | Sep 1, 2022 | ArticlesEvent Causality Identification | —Unverified | 0 |
| AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification | Jul 12, 2022 | Drug DiscoveryRelation Classification | CodeCode Available | 1 |
| ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy | Jul 4, 2022 | RelationRelation Classification | —Unverified | 0 |
| Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text | Jul 1, 2022 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| OPI at SemEval-2022 Task 10: Transformer-based Sequence Tagging with Relation Classification for Structured Sentiment Analysis | Jul 1, 2022 | Relation ClassificationSentiment Analysis | CodeCode Available | 0 |
| Enhancing Targeted Minority Class Prediction in Sentence-Level Relation Extraction | Jun 29, 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 |
| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction | May 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding | May 23, 2022 | Natural Language UnderstandingNER | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| 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 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| 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 | —Unverified | 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 |
| Selecting Optimal Context Sentences for Event-Event Relation Extraction | Apr 2, 2022 | Event Relation ExtractionRelation | CodeCode Available | 1 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
