How Much Data is Enough Data? Fine-Tuning Large Language Models for In-House Translation: Performance Evaluation Across Multiple Dataset Sizes

5 September 2024

Andy Way

Papers citing "How Much Data is Enough Data? Fine-Tuning Large Language Models for In-House Translation: Performance Evaluation Across Multiple Dataset Sizes"

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Title
On the generalization of language models from in-context learning and finetuning: a controlled study Andrew Kyle Lampinen Arslan Chaudhry Stephanie Chan Cody Wild Diane Wan Alex Ku Jorg Bornschein Razvan Pascanu Murray Shanahan James L. McClelland 51 0 0 01 May 2025
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning Duarte M. Alves Nuno M. Guerreiro Joao Alves José P. Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F.T. Martins 47 49 0 20 Oct 2023