| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Incorporating medical knowledge in BERT for clinical relation extraction | Nov 1, 2021 | Question AnsweringRelation | —Unverified | 0 |
| Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 |
| Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments | Nov 1, 2021 | Event ExtractionRelation | —Unverified | 0 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —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 |
| Unsupervised Relation Extraction: A Variational Autoencoder Approach | Nov 1, 2021 | DecoderRelation | —Unverified | 0 |
| Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction | Nov 1, 2021 | Natural Language InferenceRelation | —Unverified | 0 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| Towards Realistic Few-Shot Relation Extraction | Nov 1, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading | Nov 1, 2021 | automatic short answer gradingData Augmentation | —Unverified | 0 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph | Nov 1, 2021 | Argument Pair Extraction (APE)Relation | —Unverified | 0 |
| RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification | Nov 1, 2021 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| Discourse-Based Sentence Splitting | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 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 |
| CVAE-based Re-anchoring for Implicit Discourse Relation Classification | Nov 1, 2021 | Binary ClassificationClassification | —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 Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation | Nov 1, 2021 | Knowledge Base Question AnsweringMulti-Label Learning | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion | Nov 1, 2021 | Knowledge Graph CompletionRelation | —Unverified | 0 |
| Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora | Nov 1, 2021 | Relation | 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 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering | Nov 1, 2021 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —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 |
| Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding | Nov 1, 2021 | Data AugmentationGraph Embedding | —Unverified | 0 |
| Negative autoregulation controls size scaling in confined gene expression reactions | Oct 30, 2021 | RelationTranslation | —Unverified | 0 |
| BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval | Oct 29, 2021 | Cross-Modal RetrievalRelation | CodeCode Available | 1 |
| REBEL: Relation Extraction By End-to-end Language generation | Oct 29, 2021 | Entity LinkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones | Oct 28, 2021 | Ancestor-descendant predictionKnowledge Graph Completion | CodeCode Available | 1 |
| Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding | Oct 27, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable | Oct 26, 2021 | Relation | CodeCode Available | 1 |
| BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network | Oct 26, 2021 | Knowledge GraphsRelation | —Unverified | 0 |
| Heterogeneous Temporal Graph Neural Network | Oct 26, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| Diagnosing Errors in Video Relation Detectors | Oct 25, 2021 | Action LocalizationDiagnostic | CodeCode Available | 0 |
| Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction | Oct 24, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Detecting model drift using polynomial relations | Oct 24, 2021 | modelRelation | —Unverified | 0 |
| Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning | Oct 22, 2021 | Image CaptioningInformativeness | —Unverified | 0 |
| Effect of delay on the emergent stability patterns in Generalized Lotka-Volterra ecological dynamics | Oct 22, 2021 | DiversityRelation | —Unverified | 0 |
| Media abnormal tone, earnings announcements, and the stock market | Oct 20, 2021 | ArticlesRelation | —Unverified | 0 |
| R^3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Oct 20, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Identification of high order closure terms from fully kinetic simulations using machine learning | Oct 19, 2021 | BIG-bench Machine LearningRelation | —Unverified | 0 |