BANER: Boundary-Aware LLMs for Few-Shot Named Entity RecognitionInternational Conference on Computational Linguistics (COLING), 2024 |
Fighting Against the Repetitive Training and Sample Dependency Problem
in Few-shot Named Entity RecognitionIEEE Access (IEEE Access), 2024 |
Prototypical Reward Network for Data-Efficient RLHFAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse
FinetuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named
Entity RecognitionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
Learning In-context Learning for Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
Type-Aware Decomposed Framework for Few-Shot Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |