105 citations · 231 across the 13 of their papers we have counts for
3 papers · 1 filter
On-the-Fly Fusion of Large Language Models and Machine Translation
Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt
We propose the on-the-fly ensembling of a machine translation model with an LLM, prompted on the same task and input. We perform experiments on 4 language pairs (both directions) w…
SOTASTREAM: A Streaming Approach to Machine Translation Training
Matt Post, Thamme Gowda, Roman Grundkiewicz +3
Many machine translation toolkits make use of a data preparation step wherein raw data is transformed into a tensor format that can be used directly by the trainer. This preparatio…
How to Choose How to Choose Your Chatbot: A Massively Multi-System MultiReference Data Set for Dialog Metric Evaluation
Huda Khayrallah, Zuhaib Akhtar, Edward Cohen +2
We release MMSMR, a Massively Multi-System MultiReference dataset to enable future work on metrics and evaluation for dialog. Automatic metrics for dialogue evaluation should be ro…