Ningyu Xu

PhD student, Fudan University

Joined

June 2023

Names

Ningyu Xu (Preferred)

Emails

****@m.fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Fudan University (fudan.edu.cn)

2022 – Present

Undergrad student

Fudan University (fudan.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Xuanjing Huang

2022 – Present

PhD Advisor

Xipeng Qiu

2022 – Present

Expertise

Cognitive science

Present

Interpretability

Present

Computational linguistics

Present

Publications

Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models
Ningyu Xu, Qi Zhang, Xipeng Qiu, Xuanjing Huang
- ICLR 2026 Re-Align Workshop
- Readers: Everyone
Revealing emergent human-like conceptual representations from language prediction
Ningyu Xu, Qi Zhang, Chao Du, Qiang Luo, Xipeng Qiu, Xuanjing Huang, Menghan Zhang
- Proceedings of the National Academy of Sciences
- Readers: Everyone
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe
Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang
- CoRR 2024
- Readers: Everyone
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
- EMNLP 2023 Findings
- Readers: Everyone
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
- Published: 01 Jan 2023, Last Modified: 29 Jan 2024
- EMNLP (Findings) 2023
- Readers: Everyone
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, Jingting Ye, Menghan Zhang, Xuanjing Huang
- Published: 01 Jan 2022, Last Modified: 16 Jun 2023
- EMNLP 2022
- Readers: Everyone

Ningyu Xu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models

Revealing emergent human-like conceptual representations from language prediction

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?

Co-Authors