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Fantine Huot

Fantine Huot has 3 papers in our library, in 2023–2025, most of them on Question answering, Multilingual & cross-lingual NLP; often with Dipanjan Das, Kuzman Ganchev, Mirella Lapata.

3 papers in our library · 2023–2025

OpenAlex · ORCID · h-index 14 · 62 works · 1,811 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 3,713 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #6470

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Stanford UniversityStanford · United States2017–2024 · 19 papers🏢Google DeepMindLondon · United Kingdom2022–2025 · 14 papers🏢GoogleMountain View · United States2022–2024 · 5 papers🎓University of CopenhagenCopenhagen · Denmark2024 · 2 papers

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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works

🧭 Topics 2Research subjects and languages the work is about.Question answering · 2 worksMultilingual & cross-lingual NLP · 1 work

 Works by year

2020s

20251 paper20232 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Conditional Generation with a 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 (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 (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 ↗arXiv:2302.05442 · no summary yetMostafa Dehghani et al.2023 · 217 citations
  2. Conditional Generation with a Question-Answering BlueprintTransactions of the Association for Computational Linguistics (TACL)Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, et al.2023 · 70 citations
  3. QAmeleon: Multilingual QA with Only 5 ExamplesTransactions of the Association for Computational Linguistics (TACL)Priyanka Agrawal, Chris Alberti, Fantine Huot, et al.2023 · 45 citations
  4. Dolomites: Domain-Specific Long-Form Methodical TasksTransactions of the Association for Computational Linguistics (TACL)Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.2025 · 12 citations
  5. Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetSumit Asthana et al.2024 · 11 citations
  6. MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗arXiv:2602.24188 · no summary yetJacob Eisenstein et al.2026 · 1 citation

 Co-authors here

12 of 15 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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