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A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER.

, , , , , , , , , , , , and . CIKM, page 430-440. ACM, (2023)

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Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task., , , , , , and . CoRR, (2024)Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task., , , , , , , , , and 1 other author(s). NLPCC (1), volume 14302 of Lecture Notes in Computer Science, page 682-694. Springer, (2023)Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations., , , , , , , , , and 2 other author(s). CoRR, (2023)A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER., , , , , , , , , and 3 other author(s). CIKM, page 430-440. ACM, (2023)HFT: Half Fine-Tuning for Large Language Models., , , , , and . CoRR, (2024)Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations., , , , , , , , , and 2 other author(s). ICASSP, page 1-5. IEEE, (2023)A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition., , , , , , , , , and 3 other author(s). ICASSP, page 1-5. IEEE, (2023)DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task., , , , , , , and . EMNLP (Findings), page 10506-10518. Association for Computational Linguistics, (2023)