| A Side-by-side Comparison of Transformers for English Implicit Discourse Relation Classification | Jul 7, 2023 | Discourse ParsingImplicit Discourse Relation Classification | —Unverified | 0 |
| Extracting Multi-valued Relations from Language Models | Jul 6, 2023 | Relationslot-filling | CodeCode Available | 0 |
| Relation-aware graph structure embedding with co-contrastive learning for drug-drug interaction prediction | Jul 4, 2023 | AttributeContrastive Learning | —Unverified | 0 |
| On the Matrix Form of the Quaternion Fourier Transform and Quaternion Convolution | Jul 4, 2023 | FormRelation | CodeCode Available | 0 |
| On a Relation Between the Rate-Distortion Function and Optimal Transport | Jul 1, 2023 | QuantizationRelation | —Unverified | 0 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 |
| iMETRE: Incorporating Markers of Entity Types for Relation Extraction | Jun 30, 2023 | Financial Relation ExtractionRelation | —Unverified | 0 |
| Higher-order Graph Attention Network for Stock Selection with Joint Analysis | Jun 27, 2023 | Graph AttentionRelation | —Unverified | 0 |
| TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation | Jun 26, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling | Jun 26, 2023 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 0 |
| Chain-of-Thought Prompt Distillation for Multimodal Named Entity Recognition and Multimodal Relation Extraction | Jun 25, 2023 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Mutually Guided Few-shot Learning for Relational Triple Extraction | Jun 23, 2023 | Cross-Domain Few-ShotDecoder | CodeCode Available | 0 |
| Explainable Representations for Relation Prediction in Knowledge Graphs | Jun 22, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review | Jun 22, 2023 | ArticlesClassification | —Unverified | 0 |
| Visualizing Relation Between (De)Motivating Topics and Public Stance toward COVID-19 Vaccine | Jun 21, 2023 | MisinformationRelation | CodeCode Available | 0 |
| Disentangling Revealed Preference From Rationalization by a Preference | Jun 20, 2023 | Relation | —Unverified | 0 |
| Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction | Jun 20, 2023 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 0 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 |
| Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction | Jun 19, 2023 | DecoderRelation | —Unverified | 0 |
| Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation | Jun 19, 2023 | Knowledge DistillationRelation | —Unverified | 0 |
| Semi-supervised Relation Extraction via Data Augmentation and Consistency-training | Jun 16, 2023 | Data AugmentationRelation | —Unverified | 0 |
| RED^ FM: a Filtered and Multilingual Relation Extraction Dataset | Jun 16, 2023 | RelationRelation Extraction | CodeCode Available | 2 |
| Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data | Jun 16, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Enhancing Semantic Correlation between Instances and Relations for Zero-Shot Relation Extraction | Jun 15, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Rethinking Document-Level Relation Extraction: A Reality Check | Jun 15, 2023 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion | Jun 15, 2023 | Knowledge Graph CompletionRelation | —Unverified | 0 |
| Description-Enhanced Label Embedding Contrastive Learning for Text Classification | Jun 15, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Relation-Aware Diffusion Model for Controllable Poster Layout Generation | Jun 15, 2023 | Layout GenerationRelation | CodeCode Available | 1 |
| Building a Corpus for Biomedical Relation Extraction of Species Mentions | Jun 14, 2023 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 |
| Contextual Dictionary Lookup for Knowledge Graph Completion | Jun 13, 2023 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation | Jun 10, 2023 | Implicit Discourse Relation ClassificationRelation | CodeCode Available | 0 |
| Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names | Jun 9, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction | Jun 8, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Open Set Relation Extraction via Unknown-Aware Training | Jun 8, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Actively Supervised Clustering for Open Relation Extraction | Jun 8, 2023 | ClusteringRelation | —Unverified | 0 |
| Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction | Jun 7, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| FinRED: A Dataset for Relation Extraction in Financial Domain | Jun 6, 2023 | Financial Relation ExtractionRelation | CodeCode Available | 1 |
| Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation | Jun 5, 2023 | Graph LearningRelation | —Unverified | 0 |
| A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers | Jun 3, 2023 | Information RetrievalKnowledge Graph Completion | —Unverified | 0 |
| Task Relation-aware Continual User Representation Learning | Jun 1, 2023 | Continual LearningRelation | CodeCode Available | 1 |
| On the Relation between Discrete and Continuous-time Refined Instrumental Variable Methods | May 31, 2023 | Relation | —Unverified | 0 |
| RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation | May 31, 2023 | Continual LearningImage Segmentation | —Unverified | 0 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| More than Classification: A Unified Framework for Event Temporal Relation Extraction | May 28, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 |
| GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks | May 26, 2023 | Data AugmentationRelation | —Unverified | 0 |
| Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring | May 26, 2023 | Automated Essay ScoringRelation | CodeCode Available | 1 |
| Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations | May 26, 2023 | Relation | CodeCode Available | 0 |
| Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation | May 25, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis | May 25, 2023 | Cross-Modal RetrievalObject | —Unverified | 0 |