Search Results for author: Anas Himmi

Found 2 papers, 0 papers with code

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation

no code implementations20 Feb 2024 Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno M. Guerreiro

Hallucinated translations pose significant threats and safety concerns when it comes to the practical deployment of machine translation systems.

Hallucination Machine Translation +1

Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks

no code implementations17 May 2023 Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stephan Clemencon, Pierre Colombo

This paper formalize an existing problem in NLP research: benchmarking when some systems scores are missing on the task, and proposes a novel approach to address it.

Benchmarking

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