| Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction | Nov 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| Unsupervised Relation Extraction: A Variational Autoencoder Approach | Nov 1, 2021 | DecoderRelation | —Unverified | 0 |
| Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction | Nov 1, 2021 | Natural Language InferenceRelation | —Unverified | 0 |
| Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments | Nov 1, 2021 | Event ExtractionRelation | —Unverified | 0 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 |
| Towards Realistic Few-Shot Relation Extraction | Nov 1, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading | Nov 1, 2021 | automatic short answer gradingData Augmentation | —Unverified | 0 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Incorporating medical knowledge in BERT for clinical relation extraction | Nov 1, 2021 | Question AnsweringRelation | —Unverified | 0 |
| Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph | Nov 1, 2021 | Argument Pair Extraction (APE)Relation | —Unverified | 0 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Discourse-Based Sentence Splitting | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering | Nov 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction | Nov 1, 2021 | DecoderJoint Entity and Relation Extraction | —Unverified | 0 |
| A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation | Nov 1, 2021 | Knowledge Base Question AnsweringMulti-Label Learning | —Unverified | 0 |
| RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification | Nov 1, 2021 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion | Nov 1, 2021 | Knowledge Graph CompletionRelation | —Unverified | 0 |
