2 papers
cs.CL2026
Disentangling Similarity and Relatedness in Topic Models
Hanlin Xiao, Yang Wang, Mauricio A. Ãlvarez +1
The recent success of large pre-trained language models (PLMs) has motivated their integration into topic modeling. However, PLM-augmented topic models differ from classical co-occ…
cs.CL2024
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models
Anchun Gui, Jian Li, Yong Dai +2
Tool-augmented large language models (LLMs) are attracting widespread attention when accessing up-to-date knowledge and alleviating hallucination issues. Nowadays, advanced closed-…