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Tingfeng Hui

HFT: Half Fine-Tuning for Large Language Models

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Apr 29, 2024
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Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task

Mar 06, 2024
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DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task

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Oct 16, 2023
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Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

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Oct 10, 2023
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A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER

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Aug 28, 2023
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A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition

Feb 27, 2023
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Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations

Feb 27, 2023
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