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A Controllable Examination for Long-Context Language Models
Yijun Yang, Zeyu Huang, Wenhao Zhu, Zihan Qiu, Fei Yuan, Jeff Z. Pan, Ivan Titov
In the Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS), 2025. D&B Track spotlight
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[Code]
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BenchMaX: A Comprehensive Multilingual Evaluation Suite For Large Language Models
Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Findings, 2025
[Paper]
[Code]
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Multilingual Contrastive Decoding via Language-agnostic Layers Skipping
Wenhao Zhu, Sizhe Liu, Shujian Huang, Shuaijie She, Chris Wendler, Jiajun Chen
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Findings, 2024
[Paper]
[Code]
[Blog]
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LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages
Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Findings, 2024
[Paper]
[Code]
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Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
[Paper]
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MindMerger: Efficient Boosting LLM Reasoning in non-English Languages
Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan
In the Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
[Paper]
[Code]
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Question Translation Training for Better Multilingual Reasoning
Wenhao Zhu, Shujian Huang, Fei Yuan, Shuaijie She, Jiajun Chen, Alexandra Birch
In Proceedings of the 62th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings, 2024
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MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
Shuaijie She , Wei Zou , Shujian Huang, Wenhao Zhu, Xiang Liu, Xiang Geng, Jiajun Chen
In Proceedings of the 62th Annual Meeting of the Association for Computational Linguistics (ACL), 2024
[Paper]
[Code]
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Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) - Findings, 2024
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[Blog]
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kNN-BOX: A Unified Framework for Nearest Neighbor Generation
Wenhao Zhu, Qianfeng Zhao, Yunzhe Lv, Shujian Huang, Siheng Zhao, Sizhe Liu, Jiajun Chen
In the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL) - Demo Track, 2024
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Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model
Kanzhi Cheng, Wenpo Song, Zheng Ma, Wenhao Zhu, Zixuan Zhu, Jianbing Zhang
In Proceedings of the 31th ACM International Conference on Multimedia (ACM-MM), 2023
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[Code]
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INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation
Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings, 2023
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[Code]
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What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings, 2023
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FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation
Wenhao Zhu, Shujian Huang, Tong Pu, Pingxuan Huang, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen
In Proceedings of the 13th Language Resources and Evaluation Conference (LREC), 2022
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Improving Bilingual Lexicon Induction on Distant Language Pairs
Wenhao Zhu, Zhihao Zhou, Shujian Huang, Zhenya Lin, Xiangsheng Zhou, Yaofeng Tu, Jiajun Chen
In the 15th China Conference on Machine Translation (CCMT), 2019. Best English Paper Award.
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Area Chair
ACL Rolling Review (ARR), 2025
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Workshop on Multi-Turn Interactions in Large Language Models, co-located with NeurIPS, 2025
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Organizer
Workshop on Multilingual Multicultural Evaluation, co-located with EACL, 2026
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Conference Reviewer / Journal Reviewer / Committee Member
Conferen on Language Modeling (COLM), 2025
ACL Rolling Review (ARR), 2023-2024
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Annual Meeting of the Association for Computational Linguistics (ACL), 2023-2024
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023-2024
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
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Teaching Assistant / Teaching Support
Natural Language Understanding, Generation, and Machine Translation, UoE, Spring 2024
Machine Translation and Natural Language Generation, NJU, Spring 2023
Programming for Artificial Intelligence, NJU, Spring 2021
Advanced Programming, NJU, Autumn 2020
