publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. ACL ’26
    Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
    Zhen Wan, Chao-Han Huck Yang, Jinchuan Tian, and 14 more authors
    In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), 2026
    Oral presentation
    Code Website

2025

  1. ICLR ’26
    OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
    Hanrong Ye, Chao-Han Huck Yang, Arushi Goel, and 29 more authors
    2025
    Under submission to ICLR 2026
  2. JNLP
    GPTMM: Improving Multimodal In-context Learning with Task-specific Retrieval and Reasoning
    Zhen Wan, Fei Cheng, and Sadao Kurohashi
    Journal of Natural Language Processing, 2025
  3. EMNLP ’25
    Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training
    Kazuma Kobayashi, Zhen Wan, Fei Cheng, and 8 more authors
    In Findings of EMNLP 2025, 2025
  4. EMNLP ’25
    CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models
    Zhengdong Yang, Zhen Wan, Sheng Li, and 2 more authors
    In EMNLP 2025 Main, 2025
  5. EMNLP ’25
    Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension
    Sakiko Yahata, Zhen Wan, Fei Cheng, and 3 more authors
    In EMNLP 2025 Main, 2025
  6. ACL ’25
    SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
    Zhen Wan, Chao-Han Huck Yang, Yahan Yu, and 8 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025 Main), 2025
  7. ACL ’25
    NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model
    Yen-Ting Lin, Zhehuai Chen, Piotr Zelasko, and 11 more authors
    In ACL 2025 Industrial Track, 2025
    Best Industrial Paper Honor Mention
  8. ACL ’25
    Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?
    Chengzhi Zhong, Fei Cheng, Qianying Liu, and 5 more authors
    In Findings of ACL 2025, 2025

2024

  1. ACL ’24
    Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain
    Zhen Wan, Yating Zhang, Yexiang Wang, and 2 more authors
    In Findings of the Association for Computational Linguistics (ACL 2024), 2024
  2. LREC-COLING ’24
    Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese
    Yikun Sun, Zhen Wan, Nobuhiro Ueda, and 4 more authors
    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024
    Co-first author
  3. LREC-COLING ’24
    Evaluating Saliency Explanations in NLP by Crowdsourcing
    Xiaotian Lu, Jiyi Li, Zhen Wan, and 3 more authors
    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024

2023

  1. EMNLP ’23
    GPT-RE: In-context Learning for Relation Extraction using Large Language Models
    Zhen Wan, Fei Cheng, Zhuoyuan Mao, and 4 more authors
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023
  2. EACL ’23
    Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
    Zhen Wan, Fei Cheng, Qianying Liu, and 3 more authors
    In Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

  1. EMNLP ’22
    Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
    Zhen Wan, Qianying Liu, Zhuoyuan Mao, and 3 more authors
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
  2. AACL ’22
    Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
    Yibin Shen, Qianying Liu, Zhuoyuan Mao, and 3 more authors
    In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022), 2022
  3. NAACL ’22
    When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?
    Zhuoyuan Mao, Chenhui Chu, Raj Dabre, and 3 more authors
    In Findings of the Association for Computational Linguistics: NAACL 2022, 2022