| 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 |
| Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning | Nov 27, 2020 | RelationRelational Reasoning | CodeCode Available | 1 |
| Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction | Nov 27, 2020 | RelationRelation Extraction | 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 |
| WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols | Oct 27, 2020 | named-entity-recognitionNamed Entity Recognition | 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 |
| 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 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
