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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 2020Show all

2 papers · 1 filter

cs.CL2020★ 2 cited

Traditional IR rivals neural models on the MS MARCO Document Ranking Leaderboard

Leonid Boytsov

This short document describes a traditional IR system that achieved MRR@100 equal to 0.298 on the MS MARCO Document Ranking leaderboard (on 2020-12-06). Although inferior to most B…

cs.IR2020

Flexible retrieval with NMSLIB and FlexNeuART

Leonid Boytsov, Eric Nyberg

Our objective is to introduce to the NLP community an existing k-NN search library NMSLIB, a new retrieval toolkit FlexNeuART, as well as their integration capabilities. NMSLIB, wh…

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