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Xiaoyong Lyu

2 accepted papers

2025

In-Context Multitask Learning for Few-shot Fine-tuning of Large Language Models in Traditional Chinese Medicine Tongue Diagnosis

ICASSP 2025accepted

Tongue diagnosis is integral to Traditional Chinese Medicine (TCM) for evaluating a patient’s body constitution. Yet, this field faces challenges such as indirect constitution diagnosis, a dearth of labeled datasets, and the complexities of few-shot learning. Existing studies focus mainly on analyzi…

Cited by 0SourceScholar
2022

On Length Divergence Bias in Textual Matching Models

ACL 2022findings

Despite the remarkable success deep models have achieved in Textual Matching (TM) tasks, it still remains unclear whether they truly understand language or measure the semantic similarity of texts by exploiting statistical bias in datasets. In this work, we provide a new perspective to study this is…