| Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing | Jul 5, 2024 | Dependency Parsingglobal-optimization | —Unverified | 0 | 0 |
| BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation | Sep 11, 2021 | Graph GenerationObject | —Unverified | 0 | 0 |
| Segmentation-grounded Scene Graph Generation | Apr 29, 2021 | Graph GenerationMulti-Task Learning | —Unverified | 0 | 0 |
| Self-Supervised Relation Alignment for Scene Graph Generation | Feb 2, 2023 | Graph GenerationRelation | —Unverified | 0 | 0 |
| Benchmark datasets for biomedical knowledge graphs with negative statements | Jul 21, 2023 | Disease PredictionKnowledge Graph Embeddings | —Unverified | 0 | 0 |
| Semantic Answer Type and Relation Prediction Task (SMART 2021) | Dec 7, 2021 | Knowledge Base Question AnsweringPrediction | —Unverified | 0 | 0 |
| ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries | Oct 24, 2019 | Image CaptioningObject Recognition | —Unverified | 0 | 0 |
| A Topological View of Rule Learning in Knowledge Graphs | Sep 29, 2021 | Inductive Relation PredictionKnowledge Graph Completion | —Unverified | 0 | 0 |
| SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning | Jul 8, 2025 | DenoisingGraph Generation | —Unverified | 0 | 0 |
| SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding | Jun 13, 2024 | FormRelation Prediction | —Unverified | 0 | 0 |
| AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments | Aug 20, 2022 | Argument MiningForm | —Unverified | 0 | 0 |
| Few-Shot Relation Extraction with Hybrid Visual Evidence | Mar 1, 2024 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Few-Shot Semantic Relation Prediction across Heterogeneous Graphs | Jul 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 | 0 |
| From Facial Expression Recognition to Interpersonal Relation Prediction | Sep 21, 2016 | AttributeFacial Expression Recognition | —Unverified | 0 | 0 |
| Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks | Dec 5, 2017 | Entity LinkingKnowledge Graphs | —Unverified | 0 | 0 |
| GATology for Linguistics: What Syntactic Dependencies It Knows | May 22, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases | Nov 1, 2020 | Meta-Learningreinforcement-learning | —Unverified | 0 | 0 |
| Geometric Scene Parsing with Hierarchical LSTM | Apr 7, 2016 | 3D ReconstructionRelation Prediction | —Unverified | 0 | 0 |
| Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis | Aug 1, 2017 | Discourse ParsingPrediction | —Unverified | 0 | 0 |
| Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences | Sep 15, 2024 | PositionRelation | —Unverified | 0 | 0 |
| Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding | Apr 6, 2022 | Clinical KnowledgeDiagnostic | —Unverified | 0 | 0 |
| Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction | Apr 25, 2021 | Graph AttentionRelation | —Unverified | 0 | 0 |
| High-throughput relation extraction algorithm development associating knowledge articles and electronic health records | Sep 8, 2020 | ArticlesKnowledge Graphs | —Unverified | 0 | 0 |
| EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning | Oct 26, 2023 | RelationRelation Prediction | —Unverified | 0 | 0 |
| Image-Text Relation Prediction for Multilingual Tweets | May 8, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |