| Relation-Aware Neighborhood Matching Model for Entity Alignment | Dec 15, 2020 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| Open Knowledge Graphs Canonicalization using Variational Autoencoders | Dec 8, 2020 | ClusteringKnowledge Graphs | CodeCode Available | 1 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | CodeCode Available | 1 |
| Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D | Dec 3, 2020 | RelationSpatial Relation Recognition | CodeCode Available | 1 |
| Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction | Nov 27, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning | Nov 27, 2020 | RelationRelational Reasoning | CodeCode Available | 1 |
| Learning Informative Representations of Biomedical Relations with Latent Variable Models | Nov 20, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 |
| PairRE: Knowledge Graph Embeddings via Paired Relation Vectors | Nov 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| CODER: Knowledge infused cross-lingual medical term embedding for term normalization | Nov 5, 2020 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| Joint Entity and Relation Extraction with Set Prediction Networks | Nov 3, 2020 | Joint Entity and Relation ExtractionPrediction | CodeCode Available | 1 |
| Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations | Nov 1, 2020 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Nov 1, 2020 | ClassificationQuestion Answering | CodeCode Available | 1 |
| Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction | Oct 30, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts | Oct 29, 2020 | Natural Language InferenceRelation | CodeCode Available | 1 |
| End-to-end trainable network for degraded license plate detection via vehicle-plate relation mining | Oct 27, 2020 | License Plate DetectionLicense Plate Recognition | CodeCode Available | 1 |
| WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols | Oct 27, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking | Oct 26, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Effective Distant Supervision for Temporal Relation Extraction | Oct 24, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Improved Actor Relation Graph based Group Activity Recognition | Oct 24, 2020 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| Basket Recommendation with Multi-Intent Translation Graph Neural Network | Oct 22, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies | Oct 21, 2020 | PredictionRelation | CodeCode Available | 1 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Oct 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations | Oct 15, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring | Oct 13, 2020 | Question AnsweringRelation | CodeCode Available | 1 |
| Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders | Oct 8, 2020 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 1 |
| Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data | Oct 7, 2020 | AttributeQuestion Answering | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Learning from Context or Names? An Empirical Study on Neural Relation Extraction | Oct 5, 2020 | MemorizationRelation | CodeCode Available | 1 |
| TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation | Oct 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings | Sep 26, 2020 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| Global-to-Local Neural Networks for Document-Level Relation Extraction | Sep 22, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! | Sep 22, 2020 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network | Sep 18, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction | Sep 16, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Leveraging Semantic Parsing for Relation Linking over Knowledge Bases | Sep 16, 2020 | Abstract Meaning RepresentationQuestion Answering | CodeCode Available | 1 |
| BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation | Sep 15, 2020 | Action LocalizationRelation | CodeCode Available | 1 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 |
| RKT : Relation-Aware Self-Attention for Knowledge Tracing | Aug 28, 2020 | Knowledge TracingRelation | CodeCode Available | 1 |
| HittER: Hierarchical Transformers for Knowledge Graph Embeddings | Aug 28, 2020 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 1 |
| DRG: Dual Relation Graph for Human-Object Interaction Detection | Aug 26, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| Distantly Supervised Relation Extraction in Federated Settings | Aug 12, 2020 | DenoisingFederated Learning | CodeCode Available | 1 |
