2 papers
cs.IR2026
ToolRec: Calibrated Preference Alignment for Query Recommendation in On-Device Assistants
Zihan Luo, Lingkui Chen, Ruike Zhang +5
Large Language Models (LLMs) have significantly advanced generative query recommendation. However, while alignment is crucial for tailoring LLMs to human preferences, existing alig…
cs.CL2024
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM
Quandong Wang, Yuxuan Yuan, Xiaoyu Yang +6
While Large Language Models (LLMs) have achieved remarkable success in various fields, the efficiency of training and inference remains a major challenge. To address this issue, we…