2 papers
cs.CL2026
To Know is to Construct: Schema-Constrained Generation for Agent Memory
Lei Zheng, Weinan Song, Daili Li +1
Constructivist epistemology argues that knowledge is actively constructed rather than passively copied. Despite the generative nature of Large Language Models (LLMs), most existing…
cs.IR2024
A Collaborative Ensemble Framework for CTR Prediction
Xiaolong Liu, Zhichen Zeng, Xiaoyi Liu +13
Recent advances in foundation models have established scaling laws that enable the development of larger models to achieve enhanced performance, motivating extensive research into…