--- title: "Vincent Perot · Google DeepMind — author profile and papers" description: "Vincent Perot, Google DeepMind: 2 papers on Elamur Research (2024), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/vincent-perot/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/vincent-perot/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Vincent Perot # Vincent Perot Vincent Perot has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Anthony Chen](https://md.research.elamur.ai/free/en/authors/anthony-chen/), [Chen-Yu Lee](https://md.research.elamur.ai/free/en/authors/chen-yu-lee/), [Chun-Liang Li](https://md.research.elamur.ai/free/en/authors/chun-liang-li/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5005123194) · [**h-index 5**](https://openalex.org/authors/A5005123194) · [9 works](https://openalex.org/works?filter=author.id:A5005123194) · [1,466 citations](https://openalex.org/works?filter=author.id:A5005123194&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/vincent-perot/#papers) · [🔗 Cited 238 times in our library](https://md.research.elamur.ai/free/en/authors/vincent-perot/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6985](https://md.research.elamur.ai/free/en/paper-stars/page/70/#star-6985) 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=Vincent+Perot) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Vincent+Perot) · [dblp](https://dblp.org/search?q=Vincent+Perot) · [ACL Anthology](https://aclanthology.org/search/?q=Vincent+Perot) ## Affiliations [🏢**Google DeepMind** London · United Kingdom 2022–2025 · 7 papers*current*](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🏢**Google** Mountain View · United States 2019–2024 · 5 papers](https://md.research.elamur.ai/free/en/companies/google/) 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 6 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/vincent-perot/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding](https://md.research.elamur.ai/free/en/papers/wang-2024-chain-table-evolving-tables-reasoning/)** *(2024 · 105 citations)* Large language models can answer questions about tables and check claims against them. However, common reasoning methods record intermediate steps either as plain text (Chain-of-Thought) or as one generated program such as SQL. Both approaches struggle with messy tables, for example when a single cell combines a name… 2. **[Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?](https://md.research.elamur.ai/free/en/papers/lee-2024-long-context-language-models-subsume/)** *(2024 · 53 citations)* Long-context language models (LCLMs) can now read inputs of up to a million tokens. This raises the question of whether they could replace separate tools such as retrievers, RAG pipelines and SQL engines. Existing long-context tests are either synthetic, like needle-in-a-haystack, or fixed in length, so they cannot… ## All works 5 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. **[Learning to Prompt for Continual Learning ↗](https://arxiv.org/abs/2112.08654) arXiv:2112.08654 · no summary yet**Zifeng Wang et al.*2021 · 855 citations* 2. [**Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding arXiv:2401.04398**Zilong Wang, Hao Zhang, Chun-Liang Li, et al.*2024 · 105 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-chain-table-evolving-tables-reasoning/) 3. [**Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? arXiv:2406.13121**Jinhyuk Lee, Anthony Chen, Zhuyun Dai, et al.*2024 · 53 citations*](https://md.research.elamur.ai/free/en/papers/lee-2024-long-context-language-models-subsume/) 4. **[Reverse Thinking Makes LLMs Stronger Reasoners ↗](https://aclanthology.org/2025.naacl-long.434/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Justin Chen et al.*2025 · 18 citations* 5. **[Text Classification with Few Examples using Controlled Generalization ↗](https://aclanthology.org/N19-1319/) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yet**Abhijit Mahabal et al.*2019 · 12 citations* ## Co-authors here 12 of 20 co-authors with a page, the most papers together first. - [Anthony Chen](https://md.research.elamur.ai/free/en/authors/anthony-chen/) - [Chen-Yu Lee](https://md.research.elamur.ai/free/en/authors/chen-yu-lee/) - [Chun-Liang Li](https://md.research.elamur.ai/free/en/authors/chun-liang-li/) - [Devendra Sachan](https://md.research.elamur.ai/free/en/authors/devendra-sachan/) - [Dheeru Dua](https://md.research.elamur.ai/free/en/authors/dheeru-dua/) - [Hao Zhang](https://md.research.elamur.ai/free/en/authors/hao-zhang/) - [Hexiang Hu](https://md.research.elamur.ai/free/en/authors/hexiang-hu/) - [Jingbo Shang](https://md.research.elamur.ai/free/en/authors/jingbo-shang/) - [Jinhyuk Lee](https://md.research.elamur.ai/free/en/authors/jinhyuk-lee/) - [Julian Eisenschlos](https://md.research.elamur.ai/free/en/authors/julian-eisenschlos/) - [Lesly Miculicich](https://md.research.elamur.ai/free/en/authors/lesly-miculicich/) - [Michael Boratko](https://md.research.elamur.ai/free/en/authors/michael-boratko/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) - Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 238 times (of the 149,439 papers whose bibliographies we read); [54 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/vincent-perot/cited-by/). Updated 2 November 2026