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HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation


May 19, 2023
David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà

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Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better


Dec 20, 2022
David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà

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The first neural machine translation system for the Erzya language


Sep 19, 2022
David Dale

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* Accepted to the Field Matters workshop at the COLING 2022 conference 

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Studying the role of named entities for content preservation in text style transfer


Jun 20, 2022
Nikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko

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* Natural Language Processing and Information Systems. NLDB 2022. Lecture Notes in Computer Science, vol 13286. Springer, Cham, p.437--448 

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Text Detoxification using Large Pre-trained Neural Models


Sep 18, 2021
David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko

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* Submitted to the EMNLP 2021 conference 

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Methods for Detoxification of Texts for the Russian Language


May 19, 2021
Daryna Dementieva, Daniil Moskovskiy, Varvara Logacheva, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko

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