| YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles | Aug 1, 2021 | ArticlesBinary Classification | —Unverified | 0 |
| Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients | Aug 1, 2021 | regressionRelation | —Unverified | 0 |
| Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction | Aug 1, 2021 | Continual LearningContinual Relation Extraction | CodeCode Available | 0 |
| Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain | Aug 1, 2021 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification | Aug 1, 2021 | ClassificationDenoising | —Unverified | 0 |
| A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering | Aug 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction | Aug 1, 2021 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| Let’s be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction | Aug 1, 2021 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| From Learning-to-Match to Learning-to-Discriminate:Global Prototype Learning for Few-shot Relation Classification | Aug 1, 2021 | ClassificationFew-Shot Relation Classification | —Unverified | 0 |
| Entity and Evidence Guided Document-Level Relation Extraction | Aug 1, 2021 | Document-level Relation ExtractionLanguage Modeling | —Unverified | 0 |
| Paths to Relation Extraction through Semantic Structure | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| TIMERS: Document-level Temporal Relation Extraction | Aug 1, 2021 | RelationRelation Classification | —Unverified | 0 |
| How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition | Aug 1, 2021 | ARCMulti-Task Learning | —Unverified | 0 |
| A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss | Aug 1, 2021 | ClusteringMetric Learning | —Unverified | 0 |
| From What to Why: Improving Relation Extraction with Rationale Graph | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Neural Methodius Revisited: Do Discourse Relations Help with Pre-Trained Models Too? | Aug 1, 2021 | RelationText Generation | CodeCode Available | 0 |
| Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification | Aug 1, 2021 | Relation | CodeCode Available | 0 |
| Verb Metaphor Detection via Contextual Relation Learning | Aug 1, 2021 | Natural Language UnderstandingRelation | —Unverified | 0 |
| Self-Supervised Regional and Temporal Auxiliary Tasks for Facial Action Unit Recognition | Jul 30, 2021 | Facial Action Unit DetectionOptical Flow Estimation | —Unverified | 0 |
| Enhancing Social Relation Inference with Concise Interaction Graph and Discriminative Scene Representation | Jul 30, 2021 | Contrastive Learningdomain classification | —Unverified | 0 |
| ReFormer: The Relational Transformer for Image Captioning | Jul 29, 2021 | Graph GenerationImage Captioning | CodeCode Available | 0 |
| Multi-Scale Feature and Metric Learning for Relation Extraction | Jul 28, 2021 | Metric LearningRelation | —Unverified | 0 |
| Hierarchical Latent Relation Modeling for Collaborative Metric Learning | Jul 26, 2021 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 |
| Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning | Jul 26, 2021 | Inductive Link PredictionKnowledge Graphs | —Unverified | 0 |
| How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction | Jul 26, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Cycled Compositional Learning between Images and Text | Jul 24, 2021 | Relation | —Unverified | 0 |
| Specifying a Game-Theoretic Extensive Form as an Abstract 5-ary Relation | Jul 22, 2021 | FormRelation | —Unverified | 0 |
| CATE: CAusality Tree Extractor from Natural Language Requirements | Jul 21, 2021 | RelationSentence | —Unverified | 0 |
| Improving Sentence-Level Relation Extraction through Curriculum Learning | Jul 20, 2021 | RelationRelation Extraction | —Unverified | 0 |
| EIDER: Evidence-enhanced Document-level Relation Extraction | Jul 17, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Property-Aware Relation Networks for Few-Shot Molecular Property Prediction | Jul 16, 2021 | Drug DiscoveryGraph Learning | —Unverified | 0 |
| Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks | Jul 13, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Goal scoring in Premier League with Poisson regression | Jul 10, 2021 | regressionRelation | —Unverified | 0 |
| A theoretical look at ordinal classification methods based on reference sets composed of characteristic actions | Jul 9, 2021 | Ordinal ClassificationRelation | —Unverified | 0 |
| Action Unit Detection with Joint Adaptive Attention and Graph Relation | Jul 9, 2021 | Action Unit DetectionFace Alignment | —Unverified | 0 |
| Relation-Based Associative Joint Location for Human Pose Estimation in Videos | Jul 8, 2021 | Pose EstimationRelation | CodeCode Available | 0 |
| POSLAN: Disentangling Chat with Positional and Language encoded Post Embeddings | Jul 7, 2021 | Relation | —Unverified | 0 |
| The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities | Jul 5, 2021 | Learning TheoryRelation | —Unverified | 0 |
| Case Relation Transformer: A Crossmodal Language Generation Model for Fetching Instructions | Jul 2, 2021 | RelationSentence | —Unverified | 0 |
| Hippocampal Spatial Mapping As Fast Graph Learning | Jul 1, 2021 | Graph LearningRelation | —Unverified | 0 |
| Where Are We in Discourse Relation Recognition? | Jul 1, 2021 | Discourse ParsingImplicit Relations | —Unverified | 0 |
| Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction | Jul 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions | Jun 29, 2021 | FairnessRelation | —Unverified | 0 |
| Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training | Jun 25, 2021 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| OKGIT: Open Knowledge Graph Link Prediction with Implicit Types | Jun 24, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| Open Temporal Relation Extraction for Question Answering | Jun 22, 2021 | Question AnsweringReading Comprehension | —Unverified | 0 |
| One-shot to Weakly-Supervised Relation Classification using Language Models | Jun 22, 2021 | RelationRelation Classification | CodeCode Available | 0 |