Publications

2026
WI-IAT

VERIDOC-QA: A Benchmark for Verifiable Multi-Document, Multi-Span Evidence Grounding

Jui-I Wang, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen

Code
ACLFindings

No One Fits All: From Fixed Prompting to Learned Routing in Multilingual LLMs

Wei-Chi Wu, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen

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LREC

Do Multimodal LLMs Understand Order? Measuring the Fragility of Multimodal Reasoning under Input Order Perturbations

Sheng-Lun Wei, Yu-Ling Liao, Hen-Hsen Huang, Hsin-Hsi Chen

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EACLFindings

Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations

Sheng-Lun Wei, Yu-Ling Liao, Yen-Hua Chang, Hen-Hsen Huang, Hsin-Hsi Chen

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2025
EMNLPFindings

Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation

Wei-Hsiang Lin, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen

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SIGIR

Retrieving the Right Law: Enhancing Legal Search with Style Translation

Szu-Ju Chen, Jing Jin, Sheng-Lun Wei, Chien-Hung Chen, Hsin-Hsi Chen

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2024
EMNLP

Induct-Learn: Short Phrase Prompting with Instruction Induction

Po-Chun Chen, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen

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ACLFindings

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen

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2021
WI-IAT

Disease Classification on Admission and on Discharge with Residual CNN-Transformer

Yu-Ting Lin*, Sheng-Lun Wei*, Hen-Hsen Huang, Hui-Chih Wang, Hsin-Hsi Chen

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2016
COLING

NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval

Sheng-Lun Wei, Yen-Pin Chiu, Hen-Hsen Huang, Hsin-Hsi Chen

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2014
SIGIRWorkshop

NTUNLP Approaches to Recognizing and Disambiguating Entities in Long and Short Text at the ERD Challenge 2014

Yen-Pin Chiu, Yong-Siang Shih, Yang-Yin Lee, Chih-Chieh Shao, Ming-Lun Cai, Sheng-Lun Wei, Hsin-Hsi Chen

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