Search Results for author: Amin Farajian

Found 2 papers, 1 papers with code

Is Context Helpful for Chat Translation Evaluation?

no code implementations13 Mar 2024 Sweta Agrawal, Amin Farajian, Patrick Fernandes, Ricardo Rei, André F. T. Martins

Our findings show that augmenting neural learned metrics with contextual information helps improve correlation with human judgments in the reference-free scenario and when evaluating translations in out-of-English settings.

Language Modelling Large Language Model +2

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks

1 code implementation27 Feb 2024 Duarte M. Alves, José Pombal, Nuno M. Guerreiro, Pedro H. Martins, João Alves, Amin Farajian, Ben Peters, Ricardo Rei, Patrick Fernandes, Sweta Agrawal, Pierre Colombo, José G. C. de Souza, André F. T. Martins

While general-purpose large language models (LLMs) demonstrate proficiency on multiple tasks within the domain of translation, approaches based on open LLMs are competitive only when specializing on a single task.

Language Modelling Large Language Model +1

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