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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, Bias, fairness & safety; often with Antoine Bordes, Emily Dinan, Jason Weston.

OpenAlex · h-index 11 · 15 works · 1 169 citations OpenAlex, 2026-10-14

2 works on this site · 354 citations in our library · 2 more works in our library

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

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 systems2Bias, fairness & safety1

Papers

The most cited first (OpenAlex and our library).

  1. Training Millions of 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 (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.

Cited by

Papers of our library cite their works 354 times (of the 140 884 papers whose bibliographies we read); 41 citing papers with a page here →.

This page in Markdown → https://md.research.elamur.ai/free/en/authors/samuel-humeau/