| GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction | Aug 1, 2021 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| From What to Why: Improving Relation Extraction with Rationale Graph | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Paths to Relation Extraction through Semantic Structure | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Semantic Relation-aware Difference Representation Learning for Change Captioning | Aug 1, 2021 | RelationRepresentation Learning | CodeCode Available | 1 |
| Neural Methodius Revisited: Do Discourse Relations Help with Pre-Trained Models Too? | Aug 1, 2021 | RelationText Generation | CodeCode Available | 0 |
| A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss | Aug 1, 2021 | ClusteringMetric Learning | —Unverified | 0 |
| A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition | Aug 1, 2021 | ARCMulti-Task Learning | —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 |
| NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification | Aug 1, 2021 | ClassificationDenoising | —Unverified | 0 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation | Aug 1, 2021 | Data-to-Text GenerationRelation | CodeCode Available | 1 |
| 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 |
| Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction | Aug 1, 2021 | Continual LearningContinual Relation Extraction | CodeCode Available | 0 |
| A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering | Aug 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain | Aug 1, 2021 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation | Aug 1, 2021 | Relation | CodeCode Available | 1 |
| Verb Metaphor Detection via Contextual Relation Learning | Aug 1, 2021 | Natural Language UnderstandingRelation | —Unverified | 0 |
| DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| 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 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 |
| Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients | Aug 1, 2021 | regressionRelation | —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 |
