Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains

Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains

28 February 2024

Papers citing "Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains"

9 / 9 papers shown

Title
QE4PE: Word-level Quality Estimation for Human Post-Editing Gabriele Sarti Vilém Zouhar Grzegorz Chrupała Ana Guerberof Arenas Malvina Nissim Arianna Bisazza 38 0 0 04 Mar 2025
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? HyoJung Han Akiko Eriguchi Haoran Xu Hieu T. Hoang Marine Carpuat Huda Khayrallah VLM 32 2 0 12 Oct 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Faria Patrick Fernandes Nuno M. Guerreiro Andre Martins 18 5 0 10 Oct 2024
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale Haoran Xu Kenton W. Murray Philipp Koehn Hieu T. Hoang Akiko Eriguchi Huda Khayrallah 18 7 0 04 Oct 2024
Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy Brian Thompson Nitika Mathur Daniel Deutsch Huda Khayrallah 18 0 0 15 Sep 2024
Can Automatic Metrics Assess High-Quality Translations? Sweta Agrawal António Farinhas Ricardo Rei André F. T. Martins 21 8 0 28 May 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism Brian Thompson Mehak Preet Dhaliwal Peter Frisch Tobias Domhan Marcello Federico 10 9 0 11 Jan 2024
On-the-Fly Fusion of Large Language Models and Machine Translation Hieu T. Hoang Huda Khayrallah Marcin Junczys-Dowmunt 19 3 0 14 Nov 2023
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric Giorgos Vernikos Brian Thompson Prashant Mathur Marcello Federico 34 40 0 27 Sep 2022