--- title: "Sertan Girgin — author profile and papers · Summarization" description: "Sertan Girgin: 2 papers on Elamur Research (2023), h-index 17 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/sertan-girgin/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sertan-girgin/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sertan Girgin # Sertan Girgin Sertan Girgin has 2 papers in our library, in 2023, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Damien Vincent](https://md.research.elamur.ai/free/en/authors/damien-vincent/), [Eugene Kharitonov](https://md.research.elamur.ai/free/en/authors/eugene-kharitonov/), [Marco Tagliasacchi](https://md.research.elamur.ai/free/en/authors/marco-tagliasacchi/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5103445258) · [**h-index 17**](https://openalex.org/authors/A5103445258) · [85 works](https://openalex.org/works?filter=author.id:A5103445258) · [2,039 citations](https://openalex.org/works?filter=author.id:A5103445258&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sertan-girgin/#papers) · [🔗 Cited 5,745 times in our library](https://md.research.elamur.ai/free/en/authors/sertan-girgin/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5574](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5574) 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=Sertan+Girgin) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sertan+Girgin) · [dblp](https://dblp.org/search?q=Sertan+Girgin) · [ACL Anthology](https://aclanthology.org/search/?q=Sertan+Girgin) ## Affiliations [🏢**Google** Mountain View · United States 2017–2023 · 19 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2008–2022 · 13 papers](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🎓**Middle East Technical University** Ankara · Türkiye 2006–2010 · 8 papers](https://md.research.elamur.ai/free/en/universities/middle-east-technical-university/) · [🔬**Centre Inria de l'Université de Lille** Villeneuve-d'Ascq · France 2008–2012 · 7 papers](https://md.research.elamur.ai/free/en/labs/centre-inria-de-l-universite-de-lille/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2009–2022 · 4 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🔬**Laboratoire d'Informatique Fondamentale de Lille** Villeneuve-d'Ascq · France 2009–2012 · 3 papers](https://ror.org/05rhg0h08) · [🎓**Université de Lille** Lille · France 2009–2012 · 3 papers](https://md.research.elamur.ai/free/en/universities/universite-de-lille/) · [🎓**University of Calgary** Calgary · Canada 2006–2007 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-calgary/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 3 Research subjects and languages the work is about.[Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/sertan-girgin/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision](https://md.research.elamur.ai/free/en/papers/kharitonov-2023-speak-read-prompt-high-fidelity/)** *(2023 · 143 citations)* SPEAR-TTS addresses the fact that text-to-speech systems usually need hundreds of hours of transcribed audio, which leaves most of the world's languages without high-quality TTS. 2. **[Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback](https://md.research.elamur.ai/free/en/papers/roit-2023-factually-consistent-summarization-reinforcement-learning/)** *(2023 · 70 citations)* Abstractive summarizers often produce statements that their source article does not support or even contradicts. ## All works 10 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. **[Gemma: Open Models Based on Gemini Research and Technology ↗](https://arxiv.org/abs/2403.08295) arXiv:2403.08295 · no summary yet**Gemma Team et al.*2024 · 1,313 citations* 2. **[Gemma 2: Improving Open Language Models at a Practical Size ↗](https://arxiv.org/abs/2408.00118) arXiv:2408.00118 · no summary yet**Gemma Team et al.*2024 · 1,302 citations* 3. **[Gemma 3 Technical Report ↗](https://arxiv.org/abs/2503.19786) arXiv:2503.19786 · no summary yet**Gemma Team et al.*2025 · 1,147 citations* 4. **[Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision](https://md.research.elamur.ai/free/en/papers/kharitonov-2023-speak-read-prompt-high-fidelity/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Eugene Kharitonov, Damien Vincent, Zalán Borsos, et al.*2023 · 143 citations* 5. **[What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study ↗](https://arxiv.org/abs/2006.05990) arXiv:2006.05990 · no summary yet**Marcin Andrychowicz et al.*2020 · 118 citations* 6. **[Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback](https://md.research.elamur.ai/free/en/papers/roit-2023-factually-consistent-summarization-reinforcement-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Paul Roit, Johan Ferret, Lior Shani, et al.*2023 · 70 citations* 7. **[Gemma 4 Technical Report ↗](https://arxiv.org/abs/2607.02770) arXiv (Cornell University) · no summary yet**Gemma Team et al.*2026 · 45 citations* 8. **[Nash Learning from Human Feedback ↗](https://arxiv.org/abs/2312.00886) arXiv:2312.00886 · no summary yet**Remi Munos et al.*2023 · 32 citations* 9. **[BOND: Aligning LLMs with Best-of-N Distillation ↗](https://arxiv.org/abs/2407.14622) arXiv:2407.14622 · no summary yet**Pier Giuseppe Sessa et al.*2024 · 23 citations* 10. **[RecurrentGemma: Moving Past Transformers for Efficient Open Language Models ↗](https://arxiv.org/abs/2404.07839) arXiv (Cornell University) · no summary yet**Aleksandar Botev et al.*2024 · 22 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Damien Vincent](https://md.research.elamur.ai/free/en/authors/damien-vincent/) - [Eugene Kharitonov](https://md.research.elamur.ai/free/en/authors/eugene-kharitonov/) - [Marco Tagliasacchi](https://md.research.elamur.ai/free/en/authors/marco-tagliasacchi/) - [Matt Sharifi](https://md.research.elamur.ai/free/en/authors/matt-sharifi/) - [Matthieu Geist](https://md.research.elamur.ai/free/en/authors/matthieu-geist/) - [Neil Zeghidour](https://md.research.elamur.ai/free/en/authors/neil-zeghidour/) - [Olivier Pietquin](https://md.research.elamur.ai/free/en/authors/olivier-pietquin/) - [Orgad Keller](https://md.research.elamur.ai/free/en/authors/orgad-keller/) - [Paul Roit](https://md.research.elamur.ai/free/en/authors/paul-roit/) - [Raphaël Marinier](https://md.research.elamur.ai/free/en/authors/raphael-marinier/) - [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/) - [Zalán Borsos](https://md.research.elamur.ai/free/en/authors/zalan-borsos/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2023](https://md.research.elamur.ai/free/en/venues/tacl/2023/) ## Cited by Papers of our library cite their works 5,745 times (of the 149,439 papers whose bibliographies we read); [1,071 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sertan-girgin/cited-by/). Updated 1 November 2026