| TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking | Oct 26, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Effective Distant Supervision for Temporal Relation Extraction | Oct 24, 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 |
| Improved Actor Relation Graph based Group Activity Recognition | Oct 24, 2020 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| On the Number of Linear Functions Composing Deep Neural Network: Towards a Refined Definition of Neural Networks Complexity | Oct 23, 2020 | Relation | —Unverified | 0 |
| ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Multiple-element joint detection for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Exploit Multiple Reference Graphs for Semi-supervised Relation Extraction | Oct 22, 2020 | RelationRelation Extraction | —Unverified | 0 |
| 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 |
| An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems | Oct 21, 2020 | Grapheme-to-Phoneme ConversionRelation | —Unverified | 0 |
| Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training | Oct 21, 2020 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| 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 |
| Hierarchical Conditional Relation Networks for Multimodal Video Question Answering | Oct 18, 2020 | Question AnsweringRelation | —Unverified | 0 |
| Fragment Relation Networks for Geometric Shape Assembly | Oct 17, 2020 | ObjectRelation | —Unverified | 0 |
| Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction | Oct 17, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Cross-Lingual Relation Extraction with Transformers | Oct 16, 2020 | Cross-Lingual TransferRelation | —Unverified | 0 |
| Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations | Oct 15, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| TDRE: A Tensor Decomposition Based Approach for Relation Extraction | Oct 15, 2020 | RelationRelation Classification | —Unverified | 0 |
| Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion | Oct 14, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring | Oct 13, 2020 | Question AnsweringRelation | CodeCode Available | 1 |
| Joint Constrained Learning for Event-Event Relation Extraction | Oct 13, 2020 | Event Relation ExtractionRelation | —Unverified | 0 |
| Extending Implicit Discourse Relation Recognition to the PDTB-3 | Oct 13, 2020 | Implicit RelationsRelation | —Unverified | 0 |
| Contextual Modulation for Relation-Level Metaphor Identification | Oct 12, 2020 | RelationVisual Reasoning | CodeCode Available | 0 |
| RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion | Oct 10, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Relation Classification as Two-way Span-Prediction | Oct 9, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| High-Order Relation Construction and Mining for Graph Matching | Oct 9, 2020 | Graph MatchingRelation | —Unverified | 0 |
| 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 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data | Oct 7, 2020 | AttributeQuestion Answering | CodeCode Available | 1 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Learning from Context or Names? An Empirical Study on Neural Relation Extraction | Oct 5, 2020 | MemorizationRelation | CodeCode Available | 1 |
| MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning | Oct 5, 2020 | Knowledge GraphsRelation | —Unverified | 0 |
| TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation | Oct 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A Novel Joint Framework for Multiple Chinese Events Extraction | Oct 1, 2020 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| Entity Relative Position Representation based Multi-head Selection for Joint Entity and Relation Extraction | Oct 1, 2020 | Joint Entity and Relation ExtractionLanguage Modeling | —Unverified | 0 |
| RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework | Sep 30, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction | Sep 26, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Clustering-based Unsupervised Generative Relation Extraction | Sep 26, 2020 | ClusteringDecoder | —Unverified | 0 |
| QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings | Sep 26, 2020 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding | Sep 25, 2020 | ClusteringGraph Embedding | —Unverified | 0 |
| Exploring global diverse attention via pairwise temporal relation for video summarization | Sep 23, 2020 | DecoderRelation | —Unverified | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| HiCOMEX: Facial Action Unit Recognition Based on Hierarchy Intensity Distribution and COMEX Relation Learning | Sep 23, 2020 | Action Unit DetectionFacial Action Unit Detection | —Unverified | 0 |
| Towards a Flexible Embedding Learning Framework | Sep 23, 2020 | RelationRepresentation Learning | —Unverified | 0 |
| Global-to-Local Neural Networks for Document-Level Relation Extraction | Sep 22, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 |