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Liwen Wang

Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations

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Oct 05, 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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Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting

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Jul 06, 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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PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling

Aug 31, 2022
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A Robust Contrastive Alignment Method For Multi-Domain Text Classification

Apr 26, 2022
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InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER

Mar 08, 2022
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Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling

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Oct 07, 2021
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Lamarckism and mechanism synthesis: approaching constrained optimization with ideas from biology

Sep 30, 2011
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