2 papers
cs.CL2026
Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models
Parishruthi Ganesh, Gerry Dozier, Cheryl Seals
Intent classification is a core component of task-oriented dialogue systems, yet practitioners have limited systematic guidance for selecting deployable open-weight language models…
cs.IR2024
Towards Effective Authorship Attribution: Integrating Class-Incremental Learning
Mostafa Rahgouy, Hamed Babaei Giglou, Mehnaz Tabassum +5
AA is the process of attributing an unidentified document to its true author from a predefined group of known candidates, each possessing multiple samples. The nature of AA necessi…