| Knowledge Extraction From Texts Based on Wikidata | Jul 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Minimally-Supervised Relation Induction from Pre-trained Language Model | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text | Jul 1, 2022 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| Learning Structural Information for Syntax-Controlled Paraphrase Generation | Jul 1, 2022 | DecoderParaphrase Generation | —Unverified | 0 |
| HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis | Jul 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Generic and Trend-aware Curriculum Learning for Relation Extraction | Jul 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration | Jul 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Dependency Position Encoding for Relation Extraction | Jul 1, 2022 | PositionRelation | —Unverified | 0 |
| Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative | Jul 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference | Jul 1, 2022 | Document-level Relation ExtractionNatural Language Inference | —Unverified | 0 |
| D2GCLF: Document-to-Graph Classifier for Legal Document Classification | Jul 1, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jul 1, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 |
| RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning | Jul 1, 2022 | Few-Shot LearningLink Prediction | —Unverified | 0 |
| RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities | Jul 1, 2022 | Joint Entity and Relation ExtractionMath | CodeCode Available | 0 |
| Exploring Text Representations for Generative Temporal Relation Extraction | Jul 1, 2022 | DecoderRelation | —Unverified | 0 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Jul 1, 2022 | Document-level Relation ExtractionJoint Entity and Relation Extraction | CodeCode Available | 0 |
| Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jul 1, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Event Causality Identification via Generation of Important Context Words | Jul 1, 2022 | Event Causality IdentificationMulti-Task Learning | CodeCode Available | 0 |
| Enhancing Targeted Minority Class Prediction in Sentence-Level Relation Extraction | Jun 29, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion | Jun 29, 2022 | Inductive BiasKnowledge Graph Completion | CodeCode Available | 0 |
| Social Network Mining (SNM): A Definition of Relation between the Resources and SNA | Jun 27, 2022 | Relation | —Unverified | 0 |
| Mutual Information-guided Knowledge Transfer for Novel Class Discovery | Jun 24, 2022 | Novel Class DiscoveryRelation | —Unverified | 0 |
