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cs.CL2026
TaDA: Calibrated Probe Gating for Task-Domain LoRA Merging
Huy Quoc To, Fuyi Li, Guangyan Huang +1
Combining a task LoRA adapter with a domain LoRA adapter into a single unified model is a practical yet largely unexplored challenge. Existing methods treat both adapters as symmet…
cs.CL2024
SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization
Huy Quoc To, Ming Liu, Guangyan Huang +4
Summarization for scientific text has shown significant benefits both for the research community and human society. Given the fact that the nature of scientific text is distinctive…
cs.CL2024
Towards Efficient Large Language Models for Scientific Text: A Review
Huy Quoc To, Ming Liu, Guangyan Huang
Large language models (LLMs) have ushered in a new era for processing complex information in various fields, including science. The increasing amount of scientific literature allow…