Yi-Ming Gai

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Reasoning & Chain-of-Thought (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Xue-Fei Huang (2)Yingying Zhang (1)Yiming Gai (1)Junde Lu (1)Junde Lu (1)Xuefei Huang (1)

Papers (2)

Sep 3, 2026

Yi-Ming Gai +2Sep 3, 2026·also Affiliation:

ExplainRoute: A Pre-Deployment Audit Framework for Non-Answer-Giving Programming Tutors

Adaptive routing in programming tutors fails to provide a significant advantage over fixed strategies, challenging assumptions about dynamic response generation in educational AI.

Yi-Ming Gai, Yingying Zhang, Xue-Fei Huang

Code Generation & Program Synthesis Reasoning & Chain-of-Thought

Jul 8, 2026

Yi-Ming Gai +5Jul 8, 2026

Comprehensive Evaluation of Large Language Model Responses: A Multi-Factor Scoring System

Mainstream LLMs achieve a peak reasoning score of 0.6104 but falter significantly when faced with complex factual ambiguities.

Yi-Ming Gai, Yiming Gai, Junde Lu +3

Eval Frameworks & Benchmarks Natural Language Processing

Yi-Ming Gai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Yi-Ming Gai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)