Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation

Anas Himmi (1) , Guillaume Staerman (2, 3) , Marine Picot (4, 5) , Pierre Colombo (1) , Nuno Guerreiro (6, 1, 7, 8)

1 MICS - Mathématiques et Informatique pour la Complexité et les Systèmes
2 IDS - Département Images, Données, Signal
3 S2A - Signal, Statistique et Apprentissage
4 L2S - Laboratoire des signaux et systèmes
5 Department of Electrical and Computer Engineering [Montréal]
6 School of Science and Technology [Lisbon]
7 Instituto de Telecomunicações and University of Lisbon, Lisbon, Portugal
8 Unbabel

Domaines: Informatique et langage [cs.CL]

Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno Guerreiro. Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation. 2024. ⟨hal-04574891⟩