7 citations · 14 across the 8 of their papers we have counts for
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cs.CL2026
CogArena: A Multimethod Evaluation of Cognitive Ability Structure in Large Language Models
Dengzhe Hou, Lingyu Jiang, Fangzhou Lin +1
LLM cognitive scores are increasingly summarized as per-ability profiles whose dimensions should converge across tasks, respond selectively to matched interventions, and generalize…
cs.CL2025
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
Zilin Dai, Lehong Wang, Fangzhou Lin +5
Real-world machine learning applications often struggle with two major challenges: distribution shift and label noise. Models tend to overfit by focusing on redundant and uninforma…