| Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? | Mar 24, 2022 | Argument MiningLanguage Modeling | CodeCode Available | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | CodeCode Available | 1 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 |
| Commonsense Knowledge Transfer for Pre-trained Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 |
| Semantic Answer Type and Relation Prediction Task (SMART 2021) | Dec 7, 2021 | Knowledge Base Question AnsweringPrediction | —Unverified | 0 |
| Variational Deep Logic Network for Joint Inference of Entities and Relations | Dec 1, 2021 | Event ExtractionRelational Reasoning | —Unverified | 0 |
| Triple Classification for Scholarly Knowledge Graph Completion | Nov 23, 2021 | ClassificationKnowledge Graph Completion | —Unverified | 0 |
| Cross-Document Temporal Relation Extraction with Temporal Anchoring Events | Nov 16, 2021 | ArticlesRelation | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 |
| A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English | Nov 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Cycle Representation Learning for Inductive Relation Prediction | Oct 6, 2021 | Graph Representation LearningInductive Relation Prediction | CodeCode Available | 0 |
| A Topological View of Rule Learning in Knowledge Graphs | Sep 29, 2021 | Inductive Relation PredictionKnowledge Graph Completion | —Unverified | 0 |
| Inductive Relation Prediction Using Analogy Subgraph Embeddings | Sep 29, 2021 | Inductive BiasInductive Relation Prediction | —Unverified | 0 |
| Message Function Search for Hyper-relational Knowledge Graph | Sep 29, 2021 | Relation Prediction | —Unverified | 0 |
| BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation | Sep 11, 2021 | Graph GenerationObject | —Unverified | 0 |
| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Target Adaptive Context Aggregation for Video Scene Graph Generation | Aug 18, 2021 | Graph GenerationRelation | CodeCode Available | 1 |
