Publications

Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao (2024). From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models.

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Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen (2023). Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. In The IEEE International Conference on Data Engineering (ICDE 2024).

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Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao (2023). Can Large Language Models Understand Real-World Complex Instructions?. In The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024).

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Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen (2023). HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. In The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023).

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Dakuan Lu, Hengkui Wu, Jiaqing Liang, Yipei Xu, Qianyu He, Yipeng Geng, Mengkun Han, Yingsi Xin, Yanghua Xiao (2023). BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark. Preprint.

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Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao (2022). MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base. In The 37th Annual AAAI Conference on Artificial Intelligence (AAAI 2023).

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Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao (2022). Language Models as Knowledge Embeddings. In the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022).

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Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao (2022). Can Pre-trained Language Models Interpret Similes as Smart as Human?. In The 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022).

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