Publications

Chuyue Li, Ziqi Tang, Jingyi Wang, Yu Wu, Kazuma Hashimoto, Lingyu Gao (2026). PyMETA: Evaluating Student Code Diagnosis on and Beyond the First Execution Error. TAE.

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Lingyu Gao, Will Monroe, David Smith, Meghan Jemison, Jackie Lee (2026). WhoSaidIt: Human-LLM Collaborative Annotation for Text-Based Multilingual Speaker-Attribute Classification. arXiv preprint.

Lingyu Gao, Aditi Chaudhary, Krishna Srinivasan, Kazuma Hashimoto, Karthik Raman, Michael Bendersky (2023). Ambiguity-Aware In-context Learning with Large Language Models. arXiv preprint.

Xiaomeng Ma, Lingyu Gao (2023). Evaluating Transformer Models and Human Behaviors on Chinese Character Naming. TACL.

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Xiaomeng Ma, Lingyu Gao, Qihui Xu (2023). ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind. CoNLL.

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Lingyu Gao, Debanjan Ghosh, Kevin Gimpel (2023). The Benefits of Label-Description Training for Zero-Shot Text Classification. EMNLP.

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Xiaomeng Ma, Lingyu Gao (2022). How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection. AACL-IJCNLP.

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Lingyu Gao, Debanjan Ghosh, Kevin Gimpel (2022). "What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation. *SEM.

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Lingyu Gao, Kevin Gimpel, Arnar Jensson (2020). Distractor Analysis and Selection for Multiple-Choice Cloze Questions for Second-Language Learners. BEA.

Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel (2020). A Cross-Task Analysis of Text Span Representations. RepL4NLP.

Lingyu Gao, Xiaohua Jiang, Guolin Chai (2017). Design and Heat Leak Analysis of a HTS DC Cable System (in Chinese). Cryogenics ＆ Superconductivity.

Xianglong Zhang, Lin Cheng, Lingyu Gao, Yiqun Zhang, Zhongxi Li, Yingyu Zeng, Zhenqian Zhang, Xiaohua Jiang (2016). Closed-Loop Distribution Network by a Midvoltage Flexible HTS DC System. IEEE Trans. Appl. Supercond.