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Leonid Boytsov

Amazon AWS AI Labs

8 papers hereh-index 151.5k citations37 works total

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

author position
  • sole author2
  • first author4
  • middle author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.IR4
  • cs.CL3
  • cs.LG1
affiliations
  • Amazon AWS AI Labs
Homepage
same name
  • Leonid Boytsov — 3 papers

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
20172022
most citedPruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study

3 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.CL2021

Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits

Leonid Boytsov, Zico Kolter

We study the utility of the lexical translation model (IBM Model 1) for English text retrieval, in particular, its neural variants that are trained end-to-end. We use the neural Mo…

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