| Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in Recipes | Dec 1, 2020 | Question AnsweringReading Comprehension | —Unverified | 0 |
| Improving Relation Extraction with Relational Paraphrase Sentences | Dec 1, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification | Dec 1, 2020 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations | Dec 1, 2020 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| Vietnamese Relation Extraction with BERT-based Models at VLSP 2020 | Dec 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction | Dec 1, 2020 | ClassificationRelation | —Unverified | 0 |
| Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs | Dec 1, 2020 | Knowledge GraphsNatural Language Inference | —Unverified | 0 |
| Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement | Dec 1, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| ECHR: Legal Corpus for Argument Mining | Dec 1, 2020 | Argument MiningRelation | —Unverified | 0 |
| Lexical Relation Mining in Neural Word Embeddings | Dec 1, 2020 | RelationWord Embeddings | —Unverified | 0 |
| Graph Enhanced Dual Attention Network for Document-Level Relation Extraction | Dec 1, 2020 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition | Dec 1, 2020 | RelationRepresentation Learning | —Unverified | 0 |
| Document-level Relation Extraction with Dual-tier Heterogeneous Graph | Dec 1, 2020 | Decision MakingDocument-level Relation Extraction | —Unverified | 0 |
| The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations | Dec 1, 2020 | Relation | —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 |
| Exploring the zero-shot limit of FewRel | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| UNIXLONG at SemEval-2020 Task 6: A Joint Model for Definition Extraction | Dec 1, 2020 | Definition ExtractionRelation | —Unverified | 0 |
| Event-Guided Denoising for Multilingual Relation Learning | Dec 1, 2020 | ArticlesDenoising | —Unverified | 0 |
| Relation Specific Transformations for Open World Knowledge Graph Completion | Dec 1, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 0 |
| Meta-Information Guided Meta-Learning for Few-Shot Relation Classification | Dec 1, 2020 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction | Dec 1, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction | Dec 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
