--- title: "Gabriele Sarti — author profile and papers · Interpretability" description: "Gabriele Sarti, Northeastern University: 2 papers on Elamur Research (2023–2026), h-index 8 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/gabriele-sarti/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gabriele-sarti/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gabriele Sarti # Gabriele Sarti Gabriele Sarti has 2 papers in our library, in 2023–2026, most of them on [Interpretability](https://md.research.elamur.ai/free/en/topics/interpretability/), [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/); often with [Arianna Bisazza](https://md.research.elamur.ai/free/en/authors/arianna-bisazza/), [Malvina Nissim](https://md.research.elamur.ai/free/en/authors/malvina-nissim/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5042129410) · [ORCID](https://orcid.org/0000-0001-8715-2987) · [**h-index 8**](https://openalex.org/authors/A5042129410) · [39 works](https://openalex.org/works?filter=author.id:A5042129410) · [221 citations](https://openalex.org/works?filter=author.id:A5042129410&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/gabriele-sarti/#papers) · [🔗 Cited 348 times in our library](https://md.research.elamur.ai/free/en/authors/gabriele-sarti/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5100](https://md.research.elamur.ai/free/en/paper-stars/page/51/#star-5100) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Gabriele+Sarti) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gabriele+Sarti) · [dblp](https://dblp.org/search?q=Gabriele+Sarti) · [ACL Anthology](https://aclanthology.org/search/?q=Gabriele+Sarti) ## Affiliations [🎓**University of Groningen** Groningen · Netherlands 2021–2026 · 21 papersEducation 2021–2025 · PhD in Computational Linguistics, Center for Language and CognitionEmployment until 2025*current*](https://md.research.elamur.ai/free/en/universities/university-of-groningen/) · [🎓**Northeastern University** Boston · United States 2026 · 4 papersEmployment 2026 · Postdoctoral Researcher, Khoury College of Computer Sciences*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🎓**Scuola Internazionale Superiore di Studi Avanzati** Trieste · Italy 2020–2021 · 7 papers](https://ror.org/004fze387) · [🎓**University of Trieste** Trieste · Italy 2018–2021 · 7 papersEducation 2018–2020 · MSc in Data Science and Scientific Computing, Department of Mathematics and Geosciences](https://ror.org/02n742c10) · [🔬**Institute for Computational Linguistics “A. Zampolli”** Pisa · Italy 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/labs/institute-for-computational-linguistics-a-zampolli/) 🏛️**Parallax** London · [United Kingdom](https://md.research.elamur.ai/free/en/countries/united-kingdom/) 2026Employment since 2026 · Co-founder and Technical Director 🏛️**Amazon AWS AI Labs** New York · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2022Employment 2022 · Applied Scientist Intern, Machine Translation 🏛️**Aindo S.r.l.** Trieste · [Italy](https://md.research.elamur.ai/free/en/countries/italy/) 2021Employment 2021 · Research Scientist [🎓**Cegep de Saint Hyacinthe** Saint-Hyacinthe · Canada 2015–2018Education 2015–2018 · Collegial Studies Degree in Informatics and Management, Computer Science](https://ror.org/03k6zcv51) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 2 Research subjects and languages the work is about.[Interpretability · 2 works](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2026** 1 paper Gabriele Sarti's papers of 2026](https://md.research.elamur.ai/free/en/papers/sarti-2026-insights-impact-actionable-interpretability-neural/) · [**2023** 1 paper Gabriele Sarti's papers of 2023](https://md.research.elamur.ai/free/en/papers/sarti-2023-inseq-interpretability-toolkit-sequence-generation/) ## Papers The most cited first (OpenAlex and our library). 1. **[Inseq: An Interpretability Toolkit for Sequence Generation Models](https://md.research.elamur.ai/free/en/papers/sarti-2023-inseq-interpretability-toolkit-sequence-generation/)** *(2023 · 96 citations)* Most feature attribution research and tooling in NLP targets classification, where each input token gets a single importance score. 2. **[From Insights to Impact: Actionable Interpretability for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/sarti-2026-insights-impact-actionable-interpretability-neural/)** *(2026)* This EAMT 2026 thesis abstract tackles a persistent disconnect: interpretability research reveals much about how language models work internally, yet those findings seldom benefit the people who actually use machine translation. ## All works 8 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Inseq: An Interpretability Toolkit for Sequence Generation Models](https://md.research.elamur.ai/free/en/papers/sarti-2023-inseq-interpretability-toolkit-sequence-generation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Gabriele Sarti, Nils Feldhus, Ludwig Sickert, et al.*2023 · 96 citations* 2. **[A Primer on the Inner Workings of Transformer-based Language Models ↗](https://arxiv.org/abs/2405.00208) arXiv:2405.00208 · no summary yet**Javier Ferrando et al.*2024 · 72 citations* 3. **[DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages ↗](https://aclanthology.org/2022.emnlp-main.532/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Gabriele Sarti et al.*2022 · 20 citations* 4. **[Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation ↗](https://aclanthology.org/2024.tacl-1.22/) Transactions of the Association for Computational Linguistics · no summary yet**Lukas Edman et al.*2024 · 17 citations* 5. **[QE4PE: Word-level Quality Estimation for Human Post-Editing ↗](https://aclanthology.org/2025.tacl-1.64/) Transactions of the Association for Computational Linguistics · no summary yet**Gabriele Sarti et al.*2025 · 11 citations* 6. **[Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement ↗](https://aclanthology.org/2025.emnlp-main.924/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Gabriele Sarti et al.*2025 · 6 citations* 7. **[Steering Large Language Models for Machine Translation Personalization ↗](https://aclanthology.org/2026.eacl-long.217/) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Daniel Scalena et al.*2026 · 3 citations* 8. **[From Insights to Impact: Actionable Interpretability for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/sarti-2026-insights-impact-actionable-interpretability-neural/) [Annual Conference of the European Association for Machine Translation (EAMT)](https://md.research.elamur.ai/free/en/venues/eamt/)**Gabriele Sarti*2026* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Arianna Bisazza](https://md.research.elamur.ai/free/en/authors/arianna-bisazza/) - [Malvina Nissim](https://md.research.elamur.ai/free/en/authors/malvina-nissim/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing ×2 - Transactions of the Association for Computational Linguistics ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - [Annual Conference of the European Association for Machine Translation (EAMT)](https://md.research.elamur.ai/free/en/venues/eamt/): [EAMT 2026](https://md.research.elamur.ai/free/en/venues/eamt/2026/) - [Nature](https://md.research.elamur.ai/free/en/venues/nature/) - Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 348 times (of the 141,840 papers whose bibliographies we read); [28 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/gabriele-sarti/cited-by/). Updated 24 October 2026