Extending Translate-Train for ColBERT-X to African Language CLIR

Autor: Yang, Eugene, Lawrie, Dawn J., McNamee, Paul, Mayfield, James
Rok vydání: 2024
Předmět:
Druh dokumentu: Working Paper
Popis: This paper describes the submission runs from the HLTCOE team at the CIRAL CLIR tasks for African languages at FIRE 2023. Our submissions use machine translation models to translate the documents and the training passages, and ColBERT-X as the retrieval model. Additionally, we present a set of unofficial runs that use an alternative training procedure with a similar training setting.
Comment: 10 pages, 2 figures. System description paper for HLTCOE's participation in CIRAL@FIRE 2023
Databáze: arXiv