| D2GCLF: Document-to-Graph Classifier for Legal Document Classification | Jul 1, 2022 | ClassificationDocument Classification | —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 |
| HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis | Jul 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Exploring Text Representations for Generative Temporal Relation Extraction | Jul 1, 2022 | DecoderRelation | —Unverified | 0 |
| Event Causality Identification via Generation of Important Context Words | Jul 1, 2022 | Event Causality IdentificationMulti-Task Learning | 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 |
| Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative | Jul 1, 2022 | RelationRelation Extraction | —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 |
| 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 |
| ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion | Jun 29, 2022 | Inductive BiasKnowledge Graph Completion | CodeCode Available | 0 |
| Enhancing Targeted Minority Class Prediction in Sentence-Level Relation Extraction | Jun 29, 2022 | RelationRelation Classification | 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 |
| Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks | Jun 22, 2022 | Bilevel OptimizationClassification | CodeCode Available | 0 |
| Multi-View Clustering for Open Knowledge Base Canonicalization | Jun 22, 2022 | ClusteringOpen Information Extraction | CodeCode Available | 0 |
| Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation | Jun 20, 2022 | ObjectPseudo Label | CodeCode Available | 0 |
| Not All Lotteries Are Made Equal | Jun 16, 2022 | AllRelation | —Unverified | 0 |
| Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities | Jun 16, 2022 | Entity AlignmentKnowledge Graphs | —Unverified | 0 |
| On the well-spread property and its relation to linear regression | Jun 16, 2022 | regressionRelation | —Unverified | 0 |
| Contextualization and Generalization in Entity and Relation Extraction | Jun 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cautious Learning of Multiattribute Preferences | Jun 15, 2022 | AttributeRelation | —Unverified | 0 |
| REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction | Jun 10, 2022 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs | Jun 7, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection | Jun 6, 2022 | Domain AdaptationGraph Attention | —Unverified | 0 |
| QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs | Jun 3, 2022 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning | Jun 2, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| A General Framework for Detecting Metaphorical Collocations | Jun 1, 2022 | RelationWord Embeddings | —Unverified | 0 |
| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Detecting Violation of Human Rights via Social Media | Jun 1, 2022 | Relation | —Unverified | 0 |
| Design Choices in Crowdsourcing Discourse Relation Annotations: The Effect of Worker Selection and Training | Jun 1, 2022 | Relation | —Unverified | 0 |
| DeepREF: A Framework for Optimized Deep Learning-based Relation Classification | Jun 1, 2022 | Deep LearningQuestion Answering | CodeCode Available | 0 |
| HRCA+: Advanced Multiple-choice Machine Reading Comprehension Method | Jun 1, 2022 | Machine Reading ComprehensionMultiple-choice | —Unverified | 0 |
| JaMIE: A Pipeline Japanese Medical Information Extraction System with Novel Relation Annotation | Jun 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Align-smatch: A Novel Evaluation Method for Chinese Abstract Meaning Representation Parsing based on Alignment of Concept and Relation | Jun 1, 2022 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Intuitive and Formal Transparency in Annotation Schemes | Jun 1, 2022 | Relation | —Unverified | 0 |
| How’s Business Going Worldwide ? A Multilingual Annotated Corpus for Business Relation Extraction | Jun 1, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Enhancing Relation Extraction via Adversarial Multi-task Learning | Jun 1, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Enhanced Distant Supervision with State-Change Information for Relation Extraction | Jun 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Robust Stutter Bisimulation for Abstraction and Controller Synthesis with Disturbance: Proofs | May 27, 2022 | RelationRobot Navigation | —Unverified | 0 |
| Objects Matter: Learning Object Relation Graph for Robust Camera Relocalization | May 26, 2022 | Camera Relocalizationregression | —Unverified | 0 |
| Some equivalence relation between persistent homology and morphological dynamics | May 25, 2022 | RelationTopological Data Analysis | —Unverified | 0 |
| Fine-grained Contrastive Learning for Relation Extraction | May 25, 2022 | Contrastive LearningDenoising | CodeCode Available | 0 |
| On the solvability of weakly linear systems of fuzzy relation equations | May 25, 2022 | Relation | —Unverified | 0 |
| A Convolutional Dispersion Relation Preserving Scheme for the Acoustic Wave Equation | May 22, 2022 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning | May 21, 2022 | Contrastive LearningDocument-level Relation Extraction | —Unverified | 0 |
| Why only Micro-F1? Class Weighting of Measures for Relation Classification | May 19, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling | May 18, 2022 | Action Unit DetectionEmotion Recognition | —Unverified | 0 |
| Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision | May 18, 2022 | Contrastive LearningRelation | CodeCode Available | 0 |
| Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer | May 18, 2022 | Entity AlignmentKnowledge Graphs | —Unverified | 0 |