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instruction tuning 1intent classification 1language model evaluation 1robustness 1zero-shot learning 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CL2026

Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models

Parishruthi Ganesh, Gerry Dozier, Cheryl Seals

The paper systematically evaluates 41 open-weight language models for zero‑shot intent classification across multiple datasets, analyzing accuracy, calibration, robustness, and dep…