| Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion | Dec 13, 2020 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification | Dec 12, 2020 | Hypernym DiscoveryLanguage Modeling | CodeCode Available | 0 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| Influence-Driven Explanations for Bayesian Network Classifiers | Dec 10, 2020 | counterfactualRelation | —Unverified | 0 |
| Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction | Dec 9, 2020 | Link PredictionMulti-Task Learning | CodeCode Available | 0 |
| Complex Relation Extraction: Challenges and Opportunities | Dec 9, 2020 | Binary Relation ExtractionKnowledge Base Construction | —Unverified | 0 |
| Open Knowledge Graphs Canonicalization using Variational Autoencoders | Dec 8, 2020 | ClusteringKnowledge Graphs | CodeCode Available | 1 |
| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | CodeCode Available | 0 |
| Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification | Dec 7, 2020 | Event ExtractionGeneral Classification | —Unverified | 0 |
| H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction | Dec 7, 2020 | DenoisingRelation | CodeCode Available | 0 |
| From syntactic structure to semantic relationship: hypernym extraction from definitions by recurrent neural networks using the part of speech information | Dec 7, 2020 | Relation | —Unverified | 0 |
| Event Guided Denoising for Multilingual Relation Learning | Dec 4, 2020 | ArticlesDenoising | —Unverified | 0 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | CodeCode Available | 1 |
| Coarse-to-Fine Entity Representations for Document-level Relation Extraction | Dec 4, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D | Dec 3, 2020 | RelationSpatial Relation Recognition | CodeCode Available | 1 |
| Relational Learning for Skill Preconditions | Dec 3, 2020 | ObjectRelation | —Unverified | 0 |
| Automatic Extraction of Ranked SNP-Phenotype Associations from Literature through Detecting Neural Candidates, Negation and Modality Markers | Dec 2, 2020 | NegationNegation Detection | —Unverified | 0 |
| The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations | Dec 1, 2020 | Relation | —Unverified | 0 |
| Relation Specific Transformations for Open World Knowledge Graph Completion | Dec 1, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 0 |
| ECHR: Legal Corpus for Argument Mining | Dec 1, 2020 | Argument MiningRelation | —Unverified | 0 |
| Vietnamese Relation Extraction with BERT-based Models at VLSP 2020 | Dec 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| A Multitask Active Learning Framework for Natural Language Understanding | Dec 1, 2020 | Active LearningNatural Language Understanding | —Unverified | 0 |
| Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction | Dec 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction | Dec 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition | Dec 1, 2020 | RelationRepresentation Learning | —Unverified | 0 |
