--- title: "Fantine Huot — author profile and papers · Question answering" description: "Fantine Huot: 3 papers on Elamur Research (2023–2025), h-index 14 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/fantine-huot/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fantine-huot/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fantine Huot # Fantine Huot Fantine Huot has 3 papers in our library, in 2023–2025, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Dipanjan Das](https://md.research.elamur.ai/free/en/authors/dipanjan-das/), [Kuzman Ganchev](https://md.research.elamur.ai/free/en/authors/kuzman-ganchev/), [Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5080734082) · [ORCID](https://orcid.org/0000-0002-1674-8852) · [**h-index 14**](https://openalex.org/authors/A5080734082) · [62 works](https://openalex.org/works?filter=author.id:A5080734082) · [1,811 citations](https://openalex.org/works?filter=author.id:A5080734082&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/fantine-huot/#papers) · [🔗 Cited 3,713 times in our library](https://md.research.elamur.ai/free/en/authors/fantine-huot/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6470](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6470) 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=Fantine+Huot) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fantine+Huot) · [dblp](https://dblp.org/search?q=Fantine+Huot) · [ACL Anthology](https://aclanthology.org/search/?q=Fantine+Huot) ## Affiliations [🎓**Stanford University** Stanford · United States 2017–2024 · 19 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏢**Google DeepMind** London · United Kingdom 2022–2025 · 14 papers](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🏢**Google** Mountain View · United States 2022–2024 · 5 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**University of Copenhagen** Copenhagen · Denmark 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-copenhagen/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Question answering · 2 works](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fantine-huot/year/2025/) · [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/fantine-huot/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Conditional Generation with a Question-Answering Blueprint](https://md.research.elamur.ai/free/en/papers/narayan-2023-conditional-generation-question-answering-blueprint/)** *(2023 · 70 citations)* Neural seq-to-seq generators frequently hallucinate, omit important details, and act as black boxes that are hard to inspect or steer. 2. **[QAmeleon: Multilingual QA with Only 5 Examples](https://md.research.elamur.ai/free/en/papers/agrawal-2023-qameleon-multilingual-qa-only-5/)** *(2023 · 45 citations)* Extractive question answering datasets are large mainly for English, so QA systems in other languages usually depend on zero-shot transfer or machine-translated training data. 3. **[Dolomites: Domain-Specific Long-Form Methodical Tasks](https://md.research.elamur.ai/free/en/papers/malaviya-2025-dolomites-domain-specific-long-form/)** *(2025 · 12 citations)* Professionals such as clinicians, lawyers and teachers often produce structured documents (care plans, petitions, lesson plans) by following a fairly fixed routine. ## All works 6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Scaling Vision Transformers to 22 Billion Parameters ↗](https://arxiv.org/abs/2302.05442) arXiv:2302.05442 · no summary yet**Mostafa Dehghani et al.*2023 · 217 citations* 2. **[Conditional Generation with a Question-Answering Blueprint](https://md.research.elamur.ai/free/en/papers/narayan-2023-conditional-generation-question-answering-blueprint/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, et al.*2023 · 70 citations* 3. **[QAmeleon: Multilingual QA with Only 5 Examples](https://md.research.elamur.ai/free/en/papers/agrawal-2023-qameleon-multilingual-qa-only-5/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Priyanka Agrawal, Chris Alberti, Fantine Huot, et al.*2023 · 45 citations* 4. **[Dolomites: Domain-Specific Long-Form Methodical Tasks](https://md.research.elamur.ai/free/en/papers/malaviya-2025-dolomites-domain-specific-long-form/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.*2025 · 12 citations* 5. **[Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts ↗](https://aclanthology.org/2024.emnlp-main.357/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sumit Asthana et al.*2024 · 11 citations* 6. **[MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗](https://arxiv.org/abs/2602.24188) arXiv:2602.24188 · no summary yet**Jacob Eisenstein et al.*2026 · 1 citation* ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Dipanjan Das](https://md.research.elamur.ai/free/en/authors/dipanjan-das/) ×3 - [Kuzman Ganchev](https://md.research.elamur.ai/free/en/authors/kuzman-ganchev/) ×3 - [Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/) ×3 - [Chris Alberti](https://md.research.elamur.ai/free/en/authors/chris-alberti/) ×2 - [Joshua Maynez](https://md.research.elamur.ai/free/en/authors/joshua-maynez/) ×2 - [Priyanka Agrawal](https://md.research.elamur.ai/free/en/authors/priyanka-agrawal/) ×2 - [Anders Sandholm](https://md.research.elamur.ai/free/en/authors/anders-sandholm/) - [Annie Louis](https://md.research.elamur.ai/free/en/authors/annie-louis/) - [Chaitanya Malaviya](https://md.research.elamur.ai/free/en/authors/chaitanya-malaviya/) - [Ji Ma](https://md.research.elamur.ai/free/en/authors/ji-ma/) - [Jonathan Berant](https://md.research.elamur.ai/free/en/authors/jonathan-berant/) - [Mark Yatskar](https://md.research.elamur.ai/free/en/authors/mark-yatskar/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/) ×3: [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/), [Transactions of the Association for Computational Linguistics (TACL) 2023](https://md.research.elamur.ai/free/en/venues/tacl/2023/) ×2 - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 3,713 times (of the 149,439 papers whose bibliographies we read); [713 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fantine-huot/cited-by/). Updated 30 October 2026