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cs.CL2026
Reasoning with Context Management and External Memory
Man-Ling Sung, William Hartmann, Jiangying Zhou
Reasoning models maintain information about the status of their reasoning process through in-context memory. Complex problems require larger context windows and memory requirements…
cs.CL2026
Multi-author style detection with stylistic embeddings
Man-Ling Sung, Chak Fai Li, Damianos Karakos +2
We investigate the use of Large Language Models (LLMs) in multi-author style change detection. Using off-the-shelf LLMs or supervised fine-tuning solely within the target domain fa…