一作ACL 2026Findings· Findings of ACL
Exploring Two-Phase Continual Instruction Fine-tuning for Multilingual Adaptation in Large Language Models
Divyanshu Aggarwal · Sankarshan Damle · Navin Goyal · Satya Lokam · Sunayana Sitaram
摘要
A key challenge for Large Language Models (LLMs) is improving their Multilingual instruction-following ability over time without deteriorating their ability in languages they already excel at, typically English. In this paper, we study a two-phase Continual Fine-tuning (CFT) setup toward improvin...