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2020 – today
- 2026
[i12]Zihao Fu, Xufeng Duan, Zhenguang G. Cai:
SCALPEL: Selective Capability Ablation via Low-rank Parameter Editing for Large Language Model Interpretability Analysis. CoRR abs/2601.07411 (2026)- [i11]Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong:
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR abs/2601.14004 (2026) - 2025
- [j2]Guorui Li
, Xufeng Duan, Cong Wang, Sancheng Peng:
An adaptive hybrid machine reading comprehension framework for multimodal emotion-cause pair extraction in conversations. Eng. Appl. Artif. Intell. 162: 112333 (2025) - [c3]Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan, Zhenguang G. Cai:
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models. COLING 2025: 6866-6888 - [c2]Xufeng Duan, Xinyu Zhou, Bei Xiao, Zhenguang G. Cai:
Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability. COLING 2025: 10148-10157 - [c1]Xuemei Tang, Xufeng Duan, Zhenguang G. Cai:
Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition. EMNLP 2025: 1602-1617 - [i10]Hanlin Wu, Xufeng Duan, Zhenguang G. Cai:
Distinct social-linguistic processing between humans and large audio-language models: Evidence from model-brain alignment. CoRR abs/2503.19586 (2025) - [i9]Xufeng Duan, Zhaoqian Yao, Yunhao Zhang, Shaonan Wang, Zhenguang G. Cai:
How Syntax Specialization Emerges in Language Models. CoRR abs/2505.19548 (2025) - [i8]Yumeng Lin, Xufeng Duan, David A. Haslett, Yige Chen, Zhenguang G. Cai:
Information Loss in LLMs' Multilingual Translation: The Role of Training Data, Language Proximity, and Language Family. CoRR abs/2506.23340 (2025) - 2024
- [j1]Hanlin Wu, Xufeng Duan, Zhenguang G. Cai:
Speaker Demographics Modulate Listeners' Neural Correlates of Spoken Word Processing. J. Cogn. Neurosci. 36(10): 2208-2226 (2024) - [i7]Xufeng Duan, Shixuan Li, Zhenguang G. Cai:
MacBehaviour: An R package for behavioural experimentation on large language models. CoRR abs/2405.07495 (2024) - [i6]Zhuang Qiu, Xufeng Duan, Zhenguang G. Cai:
Grammaticality Representation in ChatGPT as Compared to Linguists and Laypeople. CoRR abs/2406.11116 (2024) - [i5]Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan, Zhenguang G. Cai:
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models. CoRR abs/2409.12435 (2024) - [i4]Xufeng Duan, Xinyu Zhou, Bei Xiao, Zhenguang G. Cai:
Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability. CoRR abs/2409.15827 (2024) - [i3]Xufeng Duan, Bei Xiao, Xuemei Tang, Zhenguang G. Cai:
HLB: Benchmarking LLMs' Humanlikeness in Language Use. CoRR abs/2409.15890 (2024) - [i2]Xuemei Tang, Xufeng Duan, Zhenguang G. Cai:
Are LLMs Good Literature Review Writers? Evaluating the Literature Review Writing Ability of Large Language Models. CoRR abs/2412.13612 (2024) - 2023
- [i1]Zhenguang G. Cai, David A. Haslett, Xufeng Duan, Shuqi Wang, Martin J. Pickering:
Does ChatGPT resemble humans in language use? CoRR abs/2303.08014 (2023)
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