Aleksandr Livshits
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Venues
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Research topics
Keywords
semantic parsing
(3)
non-autoregressive decoding
(2)
spoken language understanding
(2)
speech recognition
(2)
cross-domain generalization
(1)
autoregressive decoding
(1)
parallel decoding
(1)
encoder-decoder network
(1)
parse tree
(1)
end-to-end model
(1)
deliberation mechanism
(1)
on-device system
(1)
denoising training
(1)
neural network
(1)
decoding speed
(1)
tree tokenization
(1)
non-autoregressive parsing
(1)
retrieve and fill
(1)
task-oriented dialogue
(1)
autoregressive model
(1)
Papers
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding
EMNLP 2024
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing
EACL 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization
EMNLP 2023
Deliberation Model for On-Device Spoken Language Understanding
Interspeech 2022