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- Memory-efficient NLLB-200: language-specific expert pruning of a massively multilingual machine translation model
61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, Canada, 9-14 July, 2023
- BLOOM+1: adding language support to BLOOM for zero-shot prompting
61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, Canada, 9-14 July, 2023
- What do compressed multilingual machine translation models forget?
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, United Arab Emirates, 7-9 December, 2022
- SMaLL-100: introducing shallow multilingual machine translation model for low-resource languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, United Arab Emirates, 7-9 December, 2022
- BLOOM: a 176B-parameter open-access multilingual language model
Published on arXiv.org
- Adapting BigScience multilingual model to unseen languages
Published on arXiv.org
- Zero-shot aspect-based scientific document summarization using self-supervised pre-training
Biomedical Natural Language Processing Workshop (BioNLP) at ACL 2022, Dublin, Ireland, 26 May, 2022
- DaLC: domain adaptation learning curve prediction for neural machine translation
Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, 22–27 May, 2022
- What do compressed multilingual machine translation models forget?
Published on arXiv.org, 22 May, 2022
- Zero/Few-shot classification of biomedical articles in context of the COVID-19 pandemic
Workshop on Scientific Document Understanding at the 36th AAAI conference on artificial intelligence, virtual event, 1 March, 2022
- Multilingual domain adaptation for NMT: decoupling language and domain information with adapters
6th Conference on Machine Translation (WMT) co-located with the Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic (hybrid event), 7-11 November, 2021
- Efficient inference for multilingual neural machine translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic (hybrid event), 7-11 November 2021
- Do multilingual neural machine translation models contain language pair specific attention heads?
Findings of the Annual Meeting of the Association for Computation Linguistics (ACL) 2021, virtual event, 1-6 August, 2021
- On the evaluation of machine translation for terminology consistency
Published on arXiv.org, 22 June 2021
- The rediscovery hypothesis: language models need to meet linguistics
Published on arXiv.org, 2 March, 2021
- NAVER LABS Europe’s participation to the robustness, chat and biomedical tasks at WMT 2020
Fifth Conference on Machine Translation (WMT20) at the Conference on Empirical Methods in Natural Language Processing (EMNLP), 19-20 November, 2020
- Machine translation of restaurant reviews: new corpus for domain adaptation and robustness
Workshop on Neural Generation and Translation (WNGT) at the Empirical Methods in Natural Language Processing (EMNLP) conference 2019, Hong Kong, China, 4 November, 2019
- On the use of BERT for neural machine translation
3rd Workshop on Neural Generation and Translation (WNGT 2019), EMNLP, Hong Kong, China, 3-7 November, 2019
- “Sentiment Aware Map” : exploration cartographique de points d’intérêt via l’analyse de sentiments au niveau des aspects
Demo at TALN, Toulouse, France, 1-5 July, 2019
- Aspect Based Sentiment Analysis into the Wild
WASSA (Workshop EMNLP), Brussels, Belgium, 31 October-4 November, 2018
- A Lightweight Terminology Verification Service for External Machine Translation Engines
EACL 2014, Gothenburg, Sweden, 26-30 April, 2014
- Hybrid adaptation of Named Entity Recognition systems for Statistical Machine Translation purposes
Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT-12), Mumbai, India, December 9th, 2012.
- Adaptation of Statistical Machine Translation Models for Cross-Lingual Information Retrieval in a Service Context
EACL - 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012.
- Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences
13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012.
- Using Syntactic Coupling Features for Discriminating Phrase-based Translations (WMT-08 Shared Translation Task)
ACL 2008 (46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Columbus, Ohio, USA, June 15-20, 2008. Full paper available on ACL Website
- Experiments in Discriminating Phrase-based Translations on the Basis of Syntactic Coupling Features
2nd Workshop on Syntax and Structure in Statistical Translation (SSST-2), ACL 2008, Colombus, Ohio, USA, June 19, 2008 <BR> Full paper available on ACL Website
