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cs.CL2024
Learning to Reason via Self-Iterative Process Feedback for Small Language Models
Kaiyuan Chen, Jin Wang, Xuejie Zhang
Small language models (SLMs) are more efficient, cost-effective, and customizable than large language models (LLMs), though they often underperform in specific areas like reasoning…
cs.CL2024
Personalized LoRA for Human-Centered Text Understanding
You Zhang, Jin Wang, Liang-Chih Yu +2
Effectively and efficiently adapting a pre-trained language model (PLM) for human-centered text understanding (HCTU) is challenging since user tokens are million-level in most pers…