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Shuaike Li

2 accepted papers

2025

MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality

ACL 2025finding

Knowledge editing is a technique for efficiently and accurately updating the knowledge of large language models (LLMs) to alleviate obsolescence and correct errors. However, most existing methods overfit to specific models, causing edited knowledge to be discarded during each LLM update and requirin…

2022

Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network

ACL 2022long

Supervised parsing models have achieved impressive results on in-domain texts. However, their performances drop drastically on out-of-domain texts due to the data distribution shift. The shared-private model has shown its promising advantages for alleviating this problem via feature separation, wher…

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