| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 |
| Integrating Heterogeneous Domain Information into Relation Extraction: A Case Study on Drug-Drug Interaction Extraction | Dec 21, 2022 | Drug–drug Interaction ExtractionLink Prediction | —Unverified | 0 |
| Continual Contrastive Finetuning Improves Low-Resource Relation Extraction | Dec 21, 2022 | Contrastive LearningRelation | —Unverified | 0 |
| PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition | Dec 21, 2022 | HallucinationNatural Language Inference | —Unverified | 0 |
| Multi-hop Evidence Retrieval for Cross-document Relation Extraction | Dec 21, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment | Dec 20, 2022 | RelationVisual Reasoning | CodeCode Available | 1 |
| Document-level Relation Extraction with Relation Correlations | Dec 20, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Enriching Relation Extraction with OpenIE | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SrTR: Self-reasoning Transformer with Visual-linguistic Knowledge for Scene Graph Generation | Dec 19, 2022 | DecoderGraph Generation | —Unverified | 0 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 |
| SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering | Dec 16, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| RWEN-TTS: Relation-aware Word Encoding Network for Natural Text-to-Speech Synthesis | Dec 15, 2022 | RelationSpeech Synthesis | CodeCode Available | 1 |
| PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation | Dec 14, 2022 | Recommendation SystemsRelation | CodeCode Available | 0 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 |
| An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs | Dec 7, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Few-shot Medical Image Segmentation with Cycle-resemblance Attention | Dec 7, 2022 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| Named Entity and Relation Extraction with Multi-Modal Retrieval | Dec 3, 2022 | Mixture-of-ExpertsMulti-modal Named Entity Recognition | —Unverified | 0 |
| Joint Open Knowledge Base Canonicalization and Linking | Dec 2, 2022 | Open Information ExtractionRelation | —Unverified | 0 |
| Relation-Aware Language-Graph Transformer for Question Answering | Dec 2, 2022 | Medical Question AnsweringMedQA | CodeCode Available | 1 |
| SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection | Dec 2, 2022 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 1 |
| Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning | Dec 2, 2022 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network | Dec 1, 2022 | Graph GenerationRelation | CodeCode Available | 1 |
| Open Relation and Event Type Discovery with Type Abstraction | Nov 30, 2022 | Event ExtractionRelation | CodeCode Available | 1 |
| T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction | Nov 30, 2022 | Relation | CodeCode Available | 1 |
