IEEE transactions on neural networks and learning systems
Multiphase and Multitask Prompt Tuning for LLM-Based Context-Aware Machine Translation.
Xinglin Lyu, Junhui Li, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang, Min Zhang
Published: 202510.1109/TNNLS.2025.3646848
Abstract
Large language models (LLMs) are typically adapted for context-aware machine translation (MT) by combining both the source sentence and its surrounding sentences into a single input. This unified input is then processed in one go, with the model prod…
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