Zhou Yu

Most-cited papers

1. Beyond Performance: Quantifying and Mitigating Label Bias in LLMs

   Yuval Reif, Philipp Benz, Chao-Ning Zhang, Adil Karjauv +92 more

   2024North American Chapter of the Association for Computational Linguistics47 citations

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2. Parallel Structures in Pre-training Data Yield In-Context Learning

   Yanda Chen, Chen Zhao, Zhou Yu, Kathleen McKeown +1 more

   2024Annual Meeting of the Association for Computational Linguistics37 citations

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3. Proactive defense against LLM Jailbreak

   Wei-Liang Zhao, Jinjun Peng, Daniel Ben-Levi, Zhou Yu +1 more

   2025arXiv.org9 citations

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4. DXA-Net: Dual-Task Cross-Lingual Alignment Network for Zero-Shot Cross-Lingual Spoken Language Understanding

   Bowen Xing, Libo Qin, Zhihong Zhu, Zhou Yu +1 more

   2025IEEE Transactions on Pattern Analysis and Machine Intelligence8 citations

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5. Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts

   Kun Qian, Maximillian Chen, Siyan Li, Arpit Sharma +1 more

   2025North American Chapter of the Association for Computational Linguistics5 citations

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6. Jailbreaking Jailbreaks: A Proactive Defense for LLMs

   Wei-Liang Zhao, Daniel Ben-Levi, Jinjun Peng, Zhou Yu +155 more

   1 citations

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7. Factuality on Demand: Controlling the Factuality-Informativeness Trade-off in Text Generation

   Ziwei Gong, Yanda Chen, Julia Hirschberg, Chen Zhao +3 more

   2026arXiv.org0 citations

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8. Business Logic-Driven Text-to-SQL Data Synthesis for Business Intelligence

   Jinhui Liu, Xi Zhang, Yanbo Ai, Zhou Yu

   2026arXiv.org0 citations

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9. Know your tools well: Better and faster QA with synthetic examples

   David Graff, Junbo Kong, Ke Chen, Maeda. 2005 English +18 more

   20210 citations

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