Roman Koshkin
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
large language model
(3)
simultaneous translation
(2)
multilingual translation
(1)
text generation
(1)
dependency parsing
(1)
end-to-end translation
(1)
context-aware translation
(1)
simultaneous machine translation
(1)
speech translation
(1)
unsupervised method
(1)
spatiotemporal pattern
(1)
back propagation
(1)
syntax-aware chunking
(1)
efficiency
(1)
spike data
(1)
zero-shot learning
(1)
scalable detection
(1)
machine translation
(1)
Papers
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation
AAAI 2026
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data
ICML 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators
EMNLP 2024
TransLLaMa: LLM-based Simultaneous Translation System
EMNLP 2024