Nancy F. Chen

Venues

Frequent coauthors

Papers

1. AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought
   AAAI 2026 ·

   Weihua Zheng

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2. BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
   EACL 2026 ·

   Bryan Chen Zhengyu Tan

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3. Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
   ACL 2026 ·

   Bryan Chen Zhengyu Tan

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4. MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
   ACL 2026 ·

   Weihua Zheng

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5. Programming over Thinking: Efficient and Robust Multi-Constraint Planning
   ACL 2026 ·

   Derrick Goh Xin Deik

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6. AudioBench: A Universal Benchmark for Audio Large Language Models
   NAACL 2025 ·

   Bin Wang

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7. Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
   EMNLP 2025 ·

   Qiongqiong Wang

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8. Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
   ACL 2025 ·

   Do Xuan Long

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9. CoinMath: Harnessing the Power of Coding Instruction for Math LLM
   ACL 2025 ·

   Chengwei Wei

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10. Distilling a speech and music encoder with task arithmetic
    InterSpeech 2025 ·

    Fabian Ritter Gutierrez

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11. LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
    NAACL 2025 ·

    Do Xuan Long

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12. MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
    AAAI 2025 ·

    Kuluhan Binici

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13. MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore
    ACL 2025 ·

    Yingxu He

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14. Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
    EMNLP 2025 ·

    Bryan Chen Zhengyu Tan

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15. Preference Optimization for Reasoning with Pseudo Feedback
    ICLR 2025 ·

    Fangkai Jiao

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16. Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
    ACL 2025 ·

    Quanyu Long

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17. SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
    ACL 2025 ·

    Zhengyuan Liu

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18. What Makes a Good Natural Language Prompt?
    ACL 2025 ·

    Do Xuan Long

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19. Dataset-Distillation Generative Model for Speech Emotion Recognition
    InterSpeech 2024 ·

    Fabian Ritter Gutierrez

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20. Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations
    ACL 2024 ·

    Yisong Miao

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21. Exploring Self-supervised Logic-enhanced Training for Large Language Models
    NAACL 2024 ·

    Fangkai Jiao

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22. In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
    EMNLP 2024 ·

    Ayrton San Joaquin

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23. Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
    EMNLP 2024 ·

    Fangkai Jiao

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24. Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models
    EMNLP 2024 ·

    Do Xuan Long

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25. On Context Utilization in Summarization with Large Language Models
    ACL 2024 ·

    Mathieu Ravaut

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26. Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
    EMNLP 2024 ·

    Zhengyuan Liu

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27. Prompt Optimization via Adversarial In-Context Learning
    ACL 2024 ·

    Do Xuan Long

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28. Resilience of Large Language Models for Noisy Instructions
    EMNLP 2024 ·

    Bin Wang

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29. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
    NAACL 2024 ·

    Bin Wang

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