Publications: Dr Yuxiang Zhou

Li J, Xu H, Sun Z, Zhou Y, West D, Aloisi C, He Y ( 2024 ) . Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring . Conference: Findings of the Association for Computational Linguistics: EMNLP 20245452 - 5479 .

Zhao R, Zhu Q, Xu H, Li J, Zhou Y, He Y, Gui L ( 2024 ) . Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives . Conference: Findings of the Association for Computational Linguistics ACL 20247618 - 7638 .

Tan X, Zhou Y, Pergola G, He Y ( 2024 ) . Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation . Conference: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)3872 - 3892 .

Zhou Y, Li J, Xiang Y, Yan H, Gui L, He Y ( 2024 ) . The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis . Conference: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing14365 - 14378 .

Zhou Y, Liao L, Gao Y, Wang R, Huang H ( 2023 ) . TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification . IEEE Transactions on Neural Networks and Learning Systems vol. 34 , ( 1 ) 380 - 393 .

Zhou Y, He Y ( 2023 ) . Causal Inference from Text: Unveiling Interactions between Variables . Conference: Findings of the Association for Computational Linguistics: EMNLP 202310559 - 10571 .

Li J, Gui L, Zhou Y, West D, Aloisi C, He Y ( 2023 ) . Distilling ChatGPT for Explainable Automated Student Answer Assessment . Conference: Findings of the Association for Computational Linguistics: EMNLP 20236007 - 6026 .

Zhou Y, Liao L, Gao Y, Huang H ( 2021 ) . Extracting salient features from convolutional discriminative filters . Information Sciences vol. 558 , 265 - 279 .

Zhou Y, Liao L, Gao Y, Jie Z, Lu W ( 2021 ) . To be Closer: Learning to Link up Aspects with Opinions . Conference: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing3899 - 3909 .

Wang W, Gao Y, Huang H, Zhou Y ( 2019 ) . Concept Pointer Network for Abstractive Summarization . Conference: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)3074 - 3083 .