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Stephen Roller

21 papers hereh-index 2112.7k citations49 works total

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

author position
  • first author3
  • middle author14
  • last author1

Across the 18 of 21 papers where every author was matched, so the position is known.

fields
  • cs.CL14
  • cs.LG5
  • cs.AI1
  • cs.CV1
same name
  • Stephen Roller — 3 papers, h 13
  • Stephen Roller — 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
20182025
most citedNeural Text Generation with Unlikelihood Training

241 citations · 465 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 20 cited

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion

Kurt Shuster, Mojtaba Komeili, Leonard Adolphs +3

Language models (LMs) have recently been shown to generate more factual responses by employing modularity (Zhou et al., 2021) in combination with retrieval (Adolphs et al., 2021).…

cs.CL2022★ 4 cited

Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents

Eric Michael Smith, Orion Hsu, Rebecca Qian +3

At the heart of improving conversational AI is the open problem of how to evaluate conversations. Issues with automatic metrics are well known (Liu et al., 2016, arXiv:1603.08023),…

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