2 citations · 3 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…
Neural Network Conversion of Machine Learning Pipelines
Man-Ling Sung, Jan Silovsky, Man-Hung Siu +2
Transfer learning and knowledge distillation has recently gained a lot of attention in the deep learning community. One transfer approach, the student-teacher learning, has been sh…