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Samuel Humeau

12 papers hereh-index 152.1k citations23 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author10

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.AI2
  • cs.CV1
  • cs.LO1
same name
  • Samuel Humeau — 5 papers, h 2
  • Samuel Humeau — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPoly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

163 citations · 212 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.CL2018

Image Chat: Engaging Grounded Conversations

Kurt Shuster, Samuel Humeau, Antoine Bordes +1

To achieve the long-term goal of machines being able to engage humans in conversation, our models should captivate the interest of their speaking partners. Communication grounded i…

cs.CV2018

Engaging Image Captioning Via Personality

Kurt Shuster, Samuel Humeau, Hexiang Hu +2

Standard image captioning tasks such as COCO and Flickr30k are factual, neutral in tone and (to a human) state the obvious (e.g., "a man playing a guitar"). While such tasks are us…

cs.CL2018★ 28 cited

Training Millions of Personalized Dialogue Agents

Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison +1

Current dialogue systems are not very engaging for users, especially when trained end-to-end without relying on proactive reengaging scripted strategies. Zhang et al. (2018) showed…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.