Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? - Ningyu Xu; Tao Gui; Ruotian Ma; Qi Zhang 001; Jingting Ye; Menghan Zhang; Xuanjing Huang 001 (EMNLP, 2022)

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. - Ningyu Xu; Qi Zhang 001; Jingting Ye; Menghan Zhang; Xuanjing Huang 001 (EMNLP (Findings), 2023)

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe. - Ningyu Xu; Qi Zhang 001; Menghan Zhang; Peng Qian; Xuanjing Huang 001 (CoRR, 2024)

Human-like conceptual representations emerge from language prediction. - Ningyu Xu; Qi Zhang 001; Chao Du; Qiang Luo; Xipeng Qiu; Xuanjing Huang 001; Menghan Zhang (CoRR, 2025)