🧑‍🔬 Marco Turchi — all works

30 works · ← Marco Turchi

1. MuST-C: a Multilingual Speech Translation CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, et al.2019 · 437 citations
2. Estimating the Sentence-Level Quality of Machine Translation SystemsAnnual Conference of the European Association for Machine Translation (EAMT)Lucia Specia, Marco Turchi, Nicola Cancedda, et al.2009 · 351 citations
3. Gender Bias in Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
4. Multi-Domain Neural Machine Translation through Unsupervised AdaptationConference on Machine Translation (WMT)M. Amin Farajian, Marco Turchi, Matteo Negri, et al.2017 · 177 citations
5. Adapting Transformer to End-to-End Spoken Language Translation ↗Interspeech (USB) · no summary yetMattia Antonino Di Gangi, Matteo Negri, Marco Turchi2019 · 173 citations
6. Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?Annual Meeting of the Association for Computational Linguistics (ACL)Luisa Bentivogli, Mauro Cettolo, Marco Gaido, et al.2021 · 124 citations
7. Findings of the WMT 2019 Shared Task on Automatic Post-EditingConference on Machine Translation (WMT)Rajen Chatterjee, Christian Federmann, Matteo Negri, et al.2019 · 102 citations
8. Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, et al.2020 · 100 citations
9. Translation Quality and Productivity: A Study on Rich Morphology Languages ↗Proceedings of Machine Translation Summit XVI: Research Track · no summary yetLucia Specia et al.2017 · 69 citations
10. Findings of the WMT 2018 Shared Task on Automatic Post-EditingConference on Machine Translation: Shared Task PapersRajen Chatterjee, Matteo Negri, Raphael Rubino, et al.2018 · 66 citations
11. Coping with the Subjectivity of Human Judgements in MT Quality Estimation ↗Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yetMarco Turchi, Matteo Negri, Marcello Federico2013 · 54 citations
12. Neural Text Simplification in Low-Resource Conditions Using Weak Supervision ↗Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation · no summary yetAlessio Palmero Aprosio et al.2019 · 52 citations
13. Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models ↗Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMarcello Federico et al.2014 · 47 citations
14. Adaptive Quality Estimation for Machine Translation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMarco Turchi et al.2014 · 44 citations
15. Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBeatrice Savoldi et al.2022 · 36 citations
16. Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? ↗Proceedings of the Ninth Conference on Machine Translation · no summary yetChrysoula Zerva et al.2024 · 34 citations
17. Low Resource Neural Machine Translation: A Benchmark for Five African Languages ↗arXiv:2003.14402 · no summary yetSurafel M. Lakew, Matteo Negri, Marco Turchi2020 · 32 citations
18. Online Multitask Learning for Machine Translation Quality Estimation ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJosé G. C. de Souza et al.2015 · 32 citations
19. Speech Translation and Metrics in 2026: Findings of the IWSLT Campaign ↗Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026) · no summary yetDavid Ifeoluwa Adelani et al.2026 · 30 citations
20. Combining Quality Estimation and Automatic Post-editing to Enhance Machine Translation output ↗Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track) · no summary yetRajen Chatterjee et al.2018 · 30 citations
21. Machine Translation Quality Estimation Across Domains ↗Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers · no summary yetJosé G. C. de Souza, Marco Turchi, Matteo Negri2014 · 30 citations
22. Evaluation of Terminology Translation in Instance-Based Neural MT Adaptation ↗Proceedings of the 21st Annual Conference of the European Association for Machine Translation · no summary yetM. Amin Farajian et al.2018 · 21 citations
23. MT Quality Estimation for Computer-assisted Translation: Does it Really Help? ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetMarco Turchi, Matteo Negri, Marcello Federico2015 · 21 citations
24. FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings ↗Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yetDuygu Ataman et al.2016 · 13 citations
25. An efficient and user-friendly tool for machine translation quality estimation ↗Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) · no summary yetKashif Shah, Marco Turchi, Lucia Specia2014 · 11 citations
26. Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetMatthias Sperber et al.2024 · 10 citations
27. Towards a combination of online and multitask learning for MT quality estimation: a preliminary study ↗Workshop on interactive and adaptive machine translation · no summary yetJosé G.C. de Souza, Marco Turchi, Matteo Negri2014 · 7 citations
28. Machine Translation for Multilingual Summary Content Evaluation ↗Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization · no summary yetJosef Steinberger, Marco Turchi2012 · 3 citations
29. Charles Locock, Lowcock or Lockhart? Offline Speech Translation: Test Suite for Named Entities ↗Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024) · no summary yetMaximilian Awiszus et al.2024 · 1 citation
30. IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages ↗arXiv:2608.16344 · no summary yetDiptesh Kanojia et al.2026

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