2024
Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion.
Sci. China Inf. Sci., 2024
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Boosting Textural NER with Synthetic Image and Instructive Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multimodal Named Entity Recognition with Bottleneck Fusion and Contrastive Learning.
IEICE Trans. Inf. Syst., April, 2023
ASKRL: An Aligned-Spatial Knowledge Representation Learning Framework for Open-World Knowledge Graph.
Proceedings of the Semantic Web - ISWC 2023, 2023
A Two-Stage Label Rectification Framework for Noisy Event Extraction.
Proceedings of the Database Systems for Advanced Applications, 2023
IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2019
A Service-Oriented Remanufacturing Framework With Recovery Timing Prediction Based on Remote Condition Monitoring.
IEEE Access, 2019
2018
Visual Tracking via Multi-view Semi-supervised Learning.
Proceedings of the 2018 International Conference on Algorithms, 2018