Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract). - Daking Rai; Yilun Zhou; Bailin Wang; Ziyu Yao 002 (AAAI, 2023)

Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques. - Daking Rai; Bailin Wang; Yilun Zhou; Ziyu Yao 002 (ACL (2), 2023)

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs. - Daking Rai; Ziyu Yao 002 (ACL (1), 2024)

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models. - Daking Rai; Yilun Zhou; Shi Feng; Abulhair Saparov; Ziyu Yao 002 (CoRR, 2024)

Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing. - Daking Rai; Rydia R. Weiland; Kayla Margaret Gabriella Herrera; Tyler H. Shaw; Ziyu Yao 002 (CoRR, 2024)

Mechanistic Understanding of Language Models in Syntactic Code Completion. - Samuel Miller; Daking Rai; Ziyu Yao 002 (CoRR, 2025)

A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models. - Dong Shu; Xuansheng Wu; Haiyan Zhao 003; Daking Rai; Ziyu Yao 002; Ninghao Liu; Mengnan Du (CoRR, 2025)

Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones. - Daking Rai; Samuel Miller; Kevin Moran; Ziyu Yao 002 (CoRR, 2025)