Publications

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection
Tao Yang, Tianyuan Shi, Fanqi Wan, Xiaojun Quan, Qifan Wang, Bingzhe Wu, Jiaxiang Wu
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Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
Tianyuan Shi, Liangzhi Li, Zijian Lin, Tao Yang, Xiaojun Quan, Qifan Wang
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Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi
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Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
Jinghao Deng, Fanqi Wan, Tao Yang, Xiaojun Quan, Rui Wang
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Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection
Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang
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AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang, Shaoliang Nie
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Learning to Answer Psychological Questionnaire for Personality Detection
Feifan Yang, Tao Yang, Xiaojun Quan, Qinliang Su
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Psycholinguistic Tripartite Graph Network for Personality Detection
Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan
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Two-Level LSTM for Sentiment Analysis With Lexicon Embedding and Polar Flipping
Ou Wu, Tao Yang, Mengyang Li, Ming Li
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Mitigating Sentimental Bias via A Polar Attention Mechanism
Tao Yang, Rujing Yao, Qing Yin, Qiang Tian, Ou Wu
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Aspect-based Sentiment Analysis with New Target Representation and Dependency Attention
Tao Yang, Qing Yin, Lei Yang, Ou Wu
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Feature extraction and prediction of QAR data based on CNN-LSTM
Peng Zhang, Tao Yang, Yanan Liu, Zhiyong Fan, Zhaobin Duan