Publications

Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong (2024). Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration.

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Qintong Li, Leyang Cui, Lingpeng Kong, Wei Bi (2024). Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks. In ACL 2023.

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Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong (2024). Retrieved Sequence Augmentation for Protein Representation Learning. Retrieved Sequence Augmentation for Protein Representation Learning.

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Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang (2024). MAGE: Machine-generated Text Detection in the Wild.

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Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi (2024). GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers.

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Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong (2024). BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models.

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Qintong Li, Zhiyong Wu, Lingpeng Kong, Wei Bi (2023). Explanation Regeneration via Information Bottleneck. In ACL 2023 Findings.

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Jiyue Jiang, Sheng Wang, Qintong Li, Lingpeng Kong, Chuan Wu (2023). A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment. In ACL 2023.

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Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong (2022). Efficient Zero-shot Learning via Dataset Generation. EMNLP 2022.

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Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong (2022). Event Transition Planning for Open-ended Text Generation. In ACL 2022 Findings.

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Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen (2021). Knowledge Bridging for Empathetic Dialogue Generation. AAAI 2022.

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Qintong Li, Piji Li, Xinyi Li, Zhaochun Ren, Zhumin Chen, Maarten de Rijke (2020). Abstractive Opinion Tagging. In WSDM 2021.

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Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, Zhumin Chen (2020). EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation. In COLING 2020.

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