Research
I'm interested in natural language processing and broad machine learning.
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AnyPrefer: An Automatic Framework for Preference Data Synthesis
Yiyang Zhou*, Zhaoyang Wang*, Tianle Wang*, Shangyu Xing, Peng Xia, Bo Li, Kaiyuan Zheng, Zijian Zhang, Zhaorun Chen, Wenhao Zheng, Xuchao Zhang, Chetan Bansal, Weitong Zhang, Ying Wei, Mohit Bansal, Huaxiu Yao
The Thirteenth International Conference on Learning Representations, 2025
Build a framework to synthesize high-quality data for preference training.
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WOT-Class: Weakly Supervised Open-world Text Classification
Tianle Wang, Zihan Wang, Weitang Liu, Jingbo Shang
The Conference on Information and Knowledge Management, 2023
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code /
slides /
Propose a novel framework WOT-Class in weakly supervised open-world text classification.
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A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches
Zihan Wang*, Tianle Wang*, Dheeraj Mekala, Jingbo Shang
The 61st Annual Meeting of the Association for Computational Linguistics (Findings), 2023
arxiv /
code /
Developed a benchmark to compare extremely weakly supervised text classification methods.
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