| Prototypical Representation Learning for Relation Extraction | Mar 22, 2021 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Dual Side Deep Context-aware Modulation for Social Recommendation | Mar 16, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Duplex Contextual Relation Network for Polyp Segmentation | Mar 11, 2021 | PositionRelation | CodeCode Available | 1 |
| General Instance Distillation for Object Detection | Mar 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment | Mar 1, 2021 | Entity AlignmentGraph Attention | CodeCode Available | 1 |
| Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction | Feb 20, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| WebRED: Effective Pretraining And Finetuning For Relation Extraction On The Web | Feb 18, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Learning Intents behind Interactions with Knowledge Graph for Recommendation | Feb 14, 2021 | Recommendation SystemsRelation | CodeCode Available | 1 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Bootstrapping Relation Extractors using Syntactic Search by Examples | Feb 9, 2021 | Data AugmentationRelation | CodeCode Available | 1 |
| RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER | Feb 5, 2021 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| An Improved Baseline for Sentence-level Relation Extraction | Feb 2, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings | Feb 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 |
| Neural Relational Inference with Efficient Message Passing Mechanisms | Jan 23, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 |
| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing | Jan 5, 2021 | Dialogue State TrackingInductive Bias | CodeCode Available | 1 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos | Jan 1, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning | Dec 30, 2020 | Contrastive LearningEntity Typing | CodeCode Available | 1 |
| Document-Level Relation Extraction with Reconstruction | Dec 21, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference | Dec 16, 2020 | Feature EngineeringMedical Question Answering | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
