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Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation

Anas Himmi
Guillaume Staerman
Marine Picot
Pierre Colombo
Nuno M. Guerreiro
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation"

6 / 6 papers shown
Title
Training-free Truthfulness Detection via Value Vectors in LLMs
Training-free Truthfulness Detection via Value Vectors in LLMs
Runheng Liu
Heyan Huang
Xingchen Xiao
Zhijing Wu
4
0
0
22 Sep 2025
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
Gabriele Sarti
Vilém Zouhar
Malvina Nissim
Arianna Bisazza
121
0
0
29 May 2025
Uncertainty-Aware Decoding with Minimum Bayes Risk
Nico Daheim
Clara Meister
Thomas Möllenhoff
Iryna Gurevych
144
5
0
07 Mar 2025
QE4PE: Word-level Quality Estimation for Human Post-Editing
QE4PE: Word-level Quality Estimation for Human Post-Editing
Gabriele Sarti
Vilém Zouhar
Grzegorz Chrupała
Ana Guerberof Arenas
Malvina Nissim
Arianna Bisazza
114
1
0
04 Mar 2025
Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods
Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods
Paul Novello
Yannick Prudent
Joseba Dalmau
Corentin Friedrich
Y. Pequignot
OODD
100
1
0
09 Jul 2024
Signature Isolation Forest
Signature Isolation Forest
Guillaume Staerman
M. Campi
Gareth W. Peters
Tomoko Matsui
618
0
0
07 Mar 2024

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