Nancy F. Chen

activity

20242026

most citedMEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

2 citations · 2 across the 11 of their papers we have counts for

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cs.SD2026

EXAM $^{2}$ : $E x t e n d in g$ $A u d i o$ $U n d er s t an d in g$ $in$ $M u l t i l in g u a l$ $an d$ $M u l t im o d a l$ $A na l y s i s$

Jiawen Wang, Xiaoxue Gao, Zi Haur Pang +1

Recent large audio language models (LALMs) have achieved impressive progress in audio understanding. However, existing evaluations remain largely constrained to English and narrow…

cs.SD2026

ERM-MinMaxGAP: Benchmarking and Mitigating Gender Bias in Multilingual Multimodal Speech-LLM Emotion Recognition

Zi Haur Pang, Xiaoxue Gao, Tatsuya Kawahara +1

Speech emotion recognition (SER) systems can exhibit gender-related performance disparities, but how such bias manifests in multilingual speech LLMs across languages and modalities…

EXAM2: Ex​tending A​udio Understanding in M​ultilingual and M​ultimodal Analysis

ERM-MinMaxGAP: Benchmarking and Mitigating Gender Bias in Multilingual Multimodal Speech-LLM Emotion Recognition

EXAM $^{2}$ : $E x t e n d in g$ $A u d i o$ $U n d er s t an d in g$ $in$ $M u l t i l in g u a l$ $an d$ $M u l t im o d a l$ $A na l y s i s$