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Leonid Boytsov

Amazon AWS AI Labs

3 papers hereh-index 151.5k citations32 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.IR1
  • cs.LG1
affiliations
  • Amazon AWS AI Labs
Homepage
same name
  • Leonid Boytsov — 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

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2025

Constrained Decoding with Speculative Lookaheads

Nishanth Nakshatri, Shamik Roy, Rajarshi Das +3

Constrained decoding with lookahead heuristics (CDLH) is a highly effective method for aligning LLM generations to human preferences. However, the extensive lookahead roll-out oper…

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