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When Less is More: 8-bit Quantization Improves Continual Learning in Large Language Models

When Less is More: 8-bit Quantization Improves Continual Learning in Large Language Models

December 1, 2025

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Accepted to LLM Evaluation @ NeurIPS 2025

Authors: Michael Shihong Zhang, Rishi Adi Ruia, Arnav Kewalram, Saathvik Dharmapuram

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

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If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.