From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning

From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning Denis Elshin author Nikolay Karpachev author Boris Gruzdev author Ilya Golovanov author Georgy Ivanov author Alexander Antonov author Nickolay Skachkov author Ekaterina Latypova author Vladimir Layner author Ekaterina Enikeeva author Dmitry Popov author Anton Chekashev author Vladislav Negodin author Vera Frantsuzova author Alexander Chernyshev author Kirill Denisov author 2024-11 text Proceedings of the Ninth Conference on Machine Translation Barry Haddow editor Tom Kocmi editor Philipp Koehn editor Christof Monz editor Association for Computational Linguistics Miami, Florida, USA conference publication elshin-etal-2024-general 10.18653/v1/2024.wmt-1.17 https://aclanthology.org/2024.wmt-1.17/ 2024-11 247 252