publications

2026

1. ArXiv

   To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation

   Jiuheng Lin, Chen Zhang, and Yansong Feng

   arXiv preprint arXiv, Jun 2026

   Bib

   @article{lin2026reason,
     title = {To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation},
     author = {Lin, Jiuheng and Zhang, Chen and Feng, Yansong},
     journal = {arXiv preprint arXiv},
     year = {2026},
     month = jun
   }

2. ACL

   CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts

   Jiuheng Lin, Cong Jiang, Zirui Wu, and 2 more authors

   In Proceedings of the Association for Computational Linguistics: ACL 2026, Jul 2026

   Bib HTML

   @inproceedings{lin2026clarity,
     title = {CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts},
     author = {Lin, Jiuheng and Jiang, Cong and Wu, Zirui and Sun, Jiarui and Feng, Yansong},
     booktitle = {Proceedings of the Association for Computational Linguistics: ACL 2026},
     year = {2026},
     month = jul,
   }

3. ACL

   Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion

   Chen Zhang, Jiuheng Lin, Zhiyuan Liao, and 1 more author

   In Proceedings of the Association for Computational Linguistics: ACL 2026, Jul 2026

   Bib HTML

   @inproceedings{zhang2026trimix,
     title = {Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion},
     author = {Zhang, Chen and Lin, Jiuheng and Liao, Zhiyuan and Feng, Yansong},
     booktitle = {Proceedings of the Association for Computational Linguistics: ACL 2026},
     year = {2026},
     month = jul,
   }

2025

1. ACL

   Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books

   Chen Zhang^*, Jiuheng Lin^*, Xiao Liu, and 2 more authors

   In Proceedings of the Association for Computational Linguistics: ACL 2025, Jul 2025

   Bib HTML

   @inproceedings{zhang2025read,
     title = {Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books},
     author = {Zhang, Chen and Lin, Jiuheng and Liu, Xiao and Zhang, Zekai and Feng, Yansong},
     booktitle = {Proceedings of the Association for Computational Linguistics: ACL 2025},
     year = {2025},
     month = jul,
   }

2. EMNLP Findings

   English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge

   Zekai Zhang, Yiduo Guo, Jiuheng Lin, and 3 more authors

   In Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025

   Bib HTML

   @inproceedings{zhang2025english,
     title = {English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge},
     author = {Zhang, Zekai and Guo, Yiduo and Lin, Jiuheng and Quan, Shanghaoran and Zhang, Huishuai and Zhao, Dongyan},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025},
     year = {2025},
     month = nov,
   }

2024

1. EMNLP

   Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering

   Jiuheng Lin, Yuxuan Lai, and Yansong Feng

   In Findings of the Association for Computational Linguistics: EMNLP 2024, Nov 2024

   Bib HTML

   @inproceedings{lin2024chain,
     title = {Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering},
     author = {Lin, Jiuheng and Lai, Yuxuan and Feng, Yansong},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2024},
     year = {2024},
     month = nov,
   }

2. ACL

   MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China

   Chen Zhang^*, Mingxu Tao^*, Quzhe Huang^*, and 3 more authors

   In Proceedings of the Association for Computational Linguistics: ACL 2024, Aug 2024

   Bib HTML

   @inproceedings{zhang2024mc2,
     title = {MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China},
     author = {Zhang, Chen and Tao, Mingxu and Huang, Quzhe and Lin, Jiuheng and Chen, Zhibin and Feng, Yansong},
     booktitle = {Proceedings of the Association for Computational Linguistics: ACL 2024},
     year = {2024},
     month = aug,
   }

3. ACL Findings

   Teaching Large Language Models an Unseen Language on the Fly

   Chen Zhang, Xiao Liu, Jiuheng Lin, and 1 more author

   In Findings of the Association for Computational Linguistics: ACL 2024, Aug 2024

   Bib HTML

   @inproceedings{zhang2024teaching,
     title = {Teaching Large Language Models an Unseen Language on the Fly},
     author = {Zhang, Chen and Liu, Xiao and Lin, Jiuheng and Feng, Yansong},
     booktitle = {Findings of the Association for Computational Linguistics: ACL 2024},
     year = {2024},
     month = aug,
   }

2023

1. ACL Findings

   How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension

   Chen Zhang, Jiuheng Lin, Xiao Liu, and 3 more authors

   In Findings of the Association for Computational Linguistics: ACL 2023, Jul 2023

   Bib HTML

   @inproceedings{zhang2023howmany,
     title = {How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension},
     author = {Zhang, Chen and Lin, Jiuheng and Liu, Xiao and Lai, Yuxuan and Feng, Yansong and Zhao, Dongyan},
     booktitle = {Findings of the Association for Computational Linguistics: ACL 2023},
     year = {2023},
     month = jul,
   }