| Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning | Jan 12, 2020 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition | Nov 18, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers | Nov 10, 2019 | RelationSemantic Parsing | CodeCode Available | 1 |
| Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation | Oct 1, 2019 | ObjectRelation | CodeCode Available | 1 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Relation Distillation Networks for Video Object Detection | Aug 26, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs | Aug 22, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition | Aug 7, 2019 | BenchmarkingRelation | CodeCode Available | 1 |
| Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector | Aug 6, 2019 | Few-Shot Object DetectionObject | CodeCode Available | 1 |
| Improving Neural Relation Extraction with Implicit Mutual Relations | Jul 8, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| Transfer Learning for Causal Sentence Detection | Jun 18, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Matching the Blanks: Distributional Similarity for Relation Learning | Jun 7, 2019 | Few-Shot Relation ClassificationRelation | CodeCode Available | 1 |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation | Apr 29, 2019 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction | Apr 19, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| A General Framework for Information Extraction using Dynamic Span Graphs | Apr 5, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space | Feb 26, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Reinforcement Learning for Relation Classification from Noisy Data | Aug 24, 2018 | Classificationreinforcement-learning | CodeCode Available | 1 |
| R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering | May 24, 2018 | Question AnsweringRelation | CodeCode Available | 1 |
| Joint entity recognition and relation extraction as a multi-head selection problem | Apr 20, 2018 | POSRelation | CodeCode Available | 1 |
| Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention | Apr 19, 2018 | RelationRelation Extraction | CodeCode Available | 1 |
