--- title: "Samuel Humeau — author profile and papers" description: "Samuel Humeau: 2 papers on Elamur Research (2018–2019), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/samuel-humeau/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/samuel-humeau/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Samuel Humeau # Samuel Humeau 2 papers on this site · 2018–2019 Samuel Humeau has 2 papers on this site, in 2018–2019, most of them on [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Antoine Bordes](https://md.research.elamur.ai/free/en/authors/antoine-bordes/), [Emily Dinan](https://md.research.elamur.ai/free/en/authors/emily-dinan/), [Jason Weston](https://md.research.elamur.ai/free/en/authors/jason-weston/). [OpenAlex](https://openalex.org/A5073426725) · [**h-index 11**](https://openalex.org/authors/A5073426725) · [15 works](https://openalex.org/works?filter=author.id:A5073426725) · [1 169 citations](https://openalex.org/works?filter=author.id:A5073426725&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works on this site](https://md.research.elamur.ai/free/en/authors/samuel-humeau/#papers) · [354 citations in our library](https://md.research.elamur.ai/free/en/authors/samuel-humeau/cited-by/) · 2 more works in our library · [⭐ Paper Star rank #2651](https://md.research.elamur.ai/free/en/paper-stars/page/27/#star-2651) 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=Samuel+Humeau) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Samuel+Humeau) · [dblp](https://dblp.org/search?q=Samuel+Humeau) · [ACL Anthology](https://aclanthology.org/search/?q=Samuel+Humeau) ## Affiliations - [Meta (United States)](https://md.research.elamur.ai/free/en/companies/meta/) · Menlo Park, United States —2018–2020 on 6 papers - [Meta (Israel)](https://md.research.elamur.ai/free/en/companies/meta-israel/) · Tel Aviv, Israel —2019–2020 on 3 papers - [Meta (United Kingdom)](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · London, United Kingdom —2019–2020 on 3 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Topics [Dialogue systems 2](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Bias, fairness & safety 1](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/dinan-2019-build-it-break-it-fix/) · [**2018** 1 paper](https://md.research.elamur.ai/free/en/papers/mazare-2018-training-millions-personalized-dialogue-agents/) ## Papers The most cited first (OpenAlex and our library). 1. **[Training Millions of Personalized Dialogue Agents](https://md.research.elamur.ai/free/en/papers/mazare-2018-training-millions-personalized-dialogue-agents/)** *(2018 · 334 citations)* End-to-end chit-chat models are often inconsistent and not very engaging. Earlier work showed that giving a model a short textual persona helps. However, the PERSONA-CHAT corpus behind that finding was crowdsourced and contains only about a thousand personas. 2. **[Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack](https://md.research.elamur.ai/free/en/papers/dinan-2019-build-it-break-it-fix/)** *(2019 · 291 citations)* The paper tackles offensive-language detection in dialogue, where malicious users deliberately probe classifiers for weak spots. ## Also in our library 2 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Antoine Bordes](https://md.research.elamur.ai/free/en/authors/antoine-bordes/) - [Emily Dinan](https://md.research.elamur.ai/free/en/authors/emily-dinan/) - [Jason Weston](https://md.research.elamur.ai/free/en/authors/jason-weston/) - [Pierre-Emmanuel Mazaré](https://md.research.elamur.ai/free/en/authors/pierre-emmanuel-mazare/) ## Cited by Papers of our library cite their works 354 times (of the 140 884 papers whose bibliographies we read); [43 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/samuel-humeau/cited-by/).