2 papers
cs.CL2025
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi +2
Our ability to continuously acquire, organize, and leverage knowledge is a key feature of human intelligence that AI systems must approximate to unlock their full potential. Given…
cs.CL2024
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems
Taaha Kazi, Ruiliang Lyu, Sizhe Zhou +2
Traditionally, offline datasets have been used to evaluate task-oriented dialogue (TOD) models. These datasets lack context awareness, making them suboptimal benchmarks for convers…