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cs.CL2025
From Amateur to Master: Infusing Knowledge into LLMs via Automated Curriculum Learning
Nishit Neema, Srinjoy Mukherjee, Sapan Shah +2
Large Language Models (LLMs) excel at general tasks but underperform in specialized domains like economics and psychology, which require deep, principled understanding. To address…
cs.CL2025
Read Quietly, Think Aloud: Decoupling Comprehension and Reasoning in LLMs
Yuanxin Wang, Ganesh Venkatesh
Large Language Models (LLMs) have demonstrated remarkable proficiency in understanding text and generating high-quality responses. However, a critical distinction from human cognit…