| MIMICause: Representation and automatic extraction of causal relation types from clinical notes | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| One General Teacher for Multi-Data Multi-Task: A New Knowledge Distillation Framework for Discourse Relation Analysis | Nov 16, 2021 | Knowledge DistillationMulti-Task Learning | —Unverified | 0 |
| Packed Levitated Marker for Entity and Relation Extraction | Nov 16, 2021 | NERRelation | —Unverified | 0 |
| Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction | Nov 16, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Relation Extraction from Tables using Artificially Generated Metadata | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| SagDRE: Sequence-Aware Graph-Based Document-Level Relation Extraction with Adaptive Margin Loss | Nov 16, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| A Relation-Attentive 3D Matrix Framework for Relational Triple Extraction | Nov 16, 2021 | DecoderRelation | —Unverified | 0 |
| Self-training with Modeling Ambiguous Data for Low-Resource Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Dataset for N-ary Relation Extraction of Drug Combinations | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Nov 16, 2021 | Document-level Relation ExtractionJoint Entity and Relation Extraction | —Unverified | 0 |
| ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering | Nov 16, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Active Relation Discovery: Towards General and Label-aware OpenRE | Nov 16, 2021 | Active LearningOutlier Detection | —Unverified | 0 |
| HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction | Nov 16, 2021 | DecoderEvent Extraction | —Unverified | 0 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| A new radiomics feature: image frequency analysis | Nov 10, 2021 | Relation | —Unverified | 0 |
| Discovering Latent Representations of Relations for Interacting Systems | Nov 10, 2021 | DecoderRelation | —Unverified | 0 |
| Deep Unsupervised Active Learning on Learnable Graphs | Nov 8, 2021 | Active LearningGraph structure learning | —Unverified | 0 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| An age-of-infection model with both symptomatic and asymptomatic infections | Nov 3, 2021 | Relation | —Unverified | 0 |
| SERC: Syntactic and Semantic Sequence based Event Relation Classification | Nov 3, 2021 | ClassificationNatural Language Inference | —Unverified | 0 |
| Detecting Logical Relation In Contract Clauses | Nov 2, 2021 | Natural Language InferenceRelation | —Unverified | 0 |
| RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification | Nov 1, 2021 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| MetaVD: A Meta Video Dataset for enhancing human action recognition datasets | Nov 1, 2021 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion | Nov 1, 2021 | Knowledge Graph CompletionRelation | —Unverified | 0 |
| Discourse-Based Sentence Splitting | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Semi-automatic discourse annotation in a low-resource language: Developing a connective lexicon for Nigerian Pidgin | Nov 1, 2021 | Relation | —Unverified | 0 |
| Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction | Nov 1, 2021 | DecoderJoint Entity and Relation Extraction | —Unverified | 0 |
| A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering | Nov 1, 2021 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Unsupervised Relation Extraction: A Variational Autoencoder Approach | Nov 1, 2021 | DecoderRelation | —Unverified | 0 |
| The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification | Nov 1, 2021 | Connective DetectionDiscourse Parsing | —Unverified | 0 |
| A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering | Nov 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding | Nov 1, 2021 | Data AugmentationGraph Embedding | —Unverified | 0 |
| A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading | Nov 1, 2021 | automatic short answer gradingData Augmentation | —Unverified | 0 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations | Nov 1, 2021 | Machine Reading ComprehensionNatural Language Queries | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora | Nov 1, 2021 | Relation | CodeCode Available | 0 |
| Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments | Nov 1, 2021 | Event ExtractionRelation | —Unverified | 0 |
| Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks | Nov 1, 2021 | Deep LearningRelation | —Unverified | 0 |