Roman Koshkin

12 papers A* 3Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distilling LLM Semantic Priors into Encoder-Only Multi-Talker ASR with Talker-Count Routing.
CoRR
Hao Shi, Yusuke Fujita, Roman Koshkin, Mengjie Zhao, Yuan Gao, Lianbo Liu, Yui Sudo
2026 A* conf
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation.
AAAI
Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura
2026 J jnl
Speech-Worthy Alignment for Japanese SpeechLLMs via Direct Preference Optimization.
CoRR
Mengjie Zhao, Lianbo Liu, Yusuke Fujita, Hao Shi, Yuan Gao, Roman Koshkin, Yui Sudo
2026 J jnl
Streaming Translation and Transcription Through Speech-to-Text Causal Alignment.
CoRR
Roman Koshkin, Jeon Haesung, Lianbo Liu, Hao Shi, Mengjie Zhao, Yusuke Fujita, Yui Sudo
2025 J jnl
MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis.
CoRR
Roman Koshkin, Pengyu Dai, Nozomi Fujikawa, Masahito Togami, Marco Visentini Scarzanella
2025 J jnl
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation.
CoRR
Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura
2024 A* conf
LLMs Are Zero-Shot Context-Aware Simultaneous Translators.
EMNLP
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
2024 J jnl
LLMs Are Zero-Shot Context-Aware Simultaneous Translators.
CoRR
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
2024 — conf
TransLLaMa: LLM-based Simultaneous Translation System.
EMNLP (Findings)
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
2024 J jnl
TransLLaMa: LLM-based Simultaneous Translation System.
CoRR
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
2024 A* conf
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data.
ICML
Roman Koshkin, Tomoki Fukai
2023 — conf
Unsupervised Detection of Cell Assemblies with Graph Neural Networks.
Tiny Papers @ ICLR
Roman Koshkin, Tomoki Fukai