| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| Improving Document-level Relation Extraction via Context Guided Mention Integration and Inter-pair Reasoning | Nov 16, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| An Exploration of Prompt-Based Zero-Shot Relation Extraction Method | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dataset for N-ary Relation Extraction of Drug Combinations | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Cross-Document Temporal Relation Extraction with Temporal Anchoring Events | Nov 16, 2021 | ArticlesRelation | —Unverified | 0 |
| CQARE: Contrastive Question-Answering for Few-shot Relation Extraction with Prompt Tuning | Nov 16, 2021 | Cross-Domain Few-ShotPrompt Engineering | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation | Nov 16, 2021 | Data AugmentationRelation | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| ReadE: Learning Relation-Dependent Entity Representation for Knowledge Graph Completion | Nov 16, 2021 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Packed Levitated Marker for Entity and Relation Extraction | Nov 16, 2021 | NERRelation | —Unverified | 0 |
| Explicit Object Relation Alignment for Vision and Language Navigation | Nov 16, 2021 | Instruction FollowingRelation | —Unverified | 0 |
| HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction | Nov 16, 2021 | DecoderEvent Extraction | —Unverified | 0 |
| Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction | Nov 16, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Relation-Attentive 3D Matrix Framework for Relational Triple Extraction | Nov 16, 2021 | DecoderRelation | —Unverified | 0 |
| Active Relation Discovery: Towards General and Label-aware OpenRE | Nov 16, 2021 | Active LearningOutlier Detection | —Unverified | 0 |
| Self-training with Modeling Ambiguous Data for Low-Resource Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Slot Filling for Biomedical Information Extraction | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts | Nov 16, 2021 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| MIMICause: Representation and automatic extraction of causal relation types from clinical notes | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Listen to Both Sides and be Enlightened! -- Hierarchical Modality Fusion Network for Entity and Relation Extraction | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Neural Approach to KGQA via SPARQL Silhouette Generation | Nov 16, 2021 | Graph Question AnsweringMachine Translation | —Unverified | 0 |
| SagDRE: Sequence-Aware Graph-Based Document-Level Relation Extraction with Adaptive Margin Loss | Nov 16, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables | Nov 16, 2021 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| GenRE: A Generative Model for Relation Extraction | Nov 16, 2021 | Knowledge Base Populationmodel | —Unverified | 0 |
| One General Teacher for Multi-Data Multi-Task: A New Knowledge Distillation Framework for Discourse Relation Analysis | Nov 16, 2021 | Knowledge DistillationMulti-Task Learning | —Unverified | 0 |
| Non-Linear Relational Information Probing in Word Embeddings | Nov 16, 2021 | RelationWord Embeddings | —Unverified | 0 |
| Event-Event Relation Extraction using Probabilistic Box Embedding | Nov 16, 2021 | Event Relation ExtractionMulti-class Classification | —Unverified | 0 |
| A Cueing Strategy for Prompt Tuning in Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering | Nov 16, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Nov 16, 2021 | Document-level Relation ExtractionJoint Entity and Relation Extraction | —Unverified | 0 |
| TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| A Simple Overlapping Relation Extraction Method Based on Dropout | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Relation Extraction from Tables using Artificially Generated Metadata | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| A new radiomics feature: image frequency analysis | Nov 10, 2021 | Relation | —Unverified | 0 |
| Discovering Latent Representations of Relations for Interacting Systems | Nov 10, 2021 | DecoderRelation | —Unverified | 0 |
| Learning Logic Rules for Document-level Relation Extraction | Nov 9, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Deep Unsupervised Active Learning on Learnable Graphs | Nov 8, 2021 | Active LearningGraph structure learning | —Unverified | 0 |
| An age-of-infection model with both symptomatic and asymptomatic infections | Nov 3, 2021 | Relation | —Unverified | 0 |
| SERC: Syntactic and Semantic Sequence based Event Relation Classification | Nov 3, 2021 | ClassificationNatural Language Inference | —Unverified | 0 |
| Detecting Logical Relation In Contract Clauses | Nov 2, 2021 | Natural Language InferenceRelation | —Unverified | 0 |
| MetaVD: A Meta Video Dataset for enhancing human action recognition datasets | Nov 1, 2021 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks | Nov 1, 2021 | Deep LearningRelation | —Unverified | 0 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction | Nov 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations | Nov 1, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |