| mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases | Nov 1, 2020 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction | Nov 1, 2020 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation | Nov 1, 2020 | RelationWord Sense Disambiguation | —Unverified | 0 |
| TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks | Nov 1, 2020 | RelationTransfer Learning | —Unverified | 0 |
| TED-MDB Lexicons: Tr-EnConnLex, Pt-EnConnLex | Nov 1, 2020 | Relation | —Unverified | 0 |
| Extracting Relations between Radiotherapy Treatment Details | Nov 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing | Nov 1, 2020 | Language ModellingMachine Translation | —Unverified | 0 |
| BERT-based Spatial Information Extraction | Nov 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Pre-training Entity Relation Encoder with Intra-span and Inter-span Information | Nov 1, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Understanding the Source of Semantic Regularities in Word Embeddings | Nov 1, 2020 | RelationWord Embeddings | —Unverified | 0 |
| Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism | Nov 1, 2020 | RelationRelation Classification | —Unverified | 0 |
| Entity Attribute Relation Extraction with Attribute-Aware Embeddings | Nov 1, 2020 | AttributeAttribute Extraction | —Unverified | 0 |
| Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification | Oct 30, 2020 | ClassificationDescriptive | —Unverified | 0 |
| Thinking About Causation: A Causal Language with Epistemic Operators | Oct 30, 2020 | Epistemic ReasoningRelation | —Unverified | 0 |
| RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain | Oct 29, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching | Oct 27, 2020 | Denoisingreinforcement-learning | CodeCode Available | 0 |
| SIRI: Spatial Relation Induced Network For Spatial Description Resolution | Oct 27, 2020 | Relation | —Unverified | 0 |
| Meta-Learning for Neural Relation Classification with Distant Supervision | Oct 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Number of Linear Functions Composing Deep Neural Network: Towards a Refined Definition of Neural Networks Complexity | Oct 23, 2020 | Relation | —Unverified | 0 |
| Exploit Multiple Reference Graphs for Semi-supervised Relation Extraction | Oct 22, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Multiple-element joint detection for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —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 |
| An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems | Oct 21, 2020 | Grapheme-to-Phoneme ConversionRelation | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| High-Order Relation Construction and Mining for Graph Matching | Oct 9, 2020 | Graph MatchingRelation | —Unverified | 0 |
| Relation Classification as Two-way Span-Prediction | Oct 9, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning | Oct 5, 2020 | Knowledge GraphsRelation | —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 |
| A Novel Joint Framework for Multiple Chinese Events Extraction | Oct 1, 2020 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework | Sep 30, 2020 | RelationRelation Extraction | —Unverified | 0 |
| 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 |
| AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding | Sep 25, 2020 | ClusteringGraph Embedding | —Unverified | 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 |
| Exploring global diverse attention via pairwise temporal relation for video summarization | Sep 23, 2020 | DecoderRelation | —Unverified | 0 |
| Towards a Flexible Embedding Learning Framework | Sep 23, 2020 | RelationRepresentation Learning | —Unverified | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 |
| Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework | Sep 20, 2020 | Multi-Task LearningRelation | —Unverified | 0 |