Roman Koshkin

According to our database, Roman Koshkin authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Speech-Worthy Alignment for Japanese SpeechLLMs via Direct Preference Optimization.

Mengjie Zhao, Lianbo Liu, Yusuke Fujita, Hao Shi, Yuan Gao, Roman Koshkin, Yui Sudo

CoRR, March, 2026

Streaming Translation and Transcription Through Speech-to-Text Causal Alignment.

Roman Koshkin, Jeon Haesung, Lianbo Liu, Hao Shi, Mengjie Zhao, Yusuke Fujita, Yui Sudo

CoRR, March, 2026

Distilling LLM Semantic Priors into Encoder-Only Multi-Talker ASR with Talker-Count Routing.

Hao Shi, Yusuke Fujita, Roman Koshkin, Mengjie Zhao, Yuan Gao, Lianbo Liu, Yui Sudo

CoRR, March, 2026

SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation.

Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis.

Roman Koshkin, Pengyu Dai, Nozomi Fujikawa, Masahito Togami, Marco Visentini Scarzanella

CoRR, August, 2025

2024

convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data.

Roman Koshkin, Tomoki Fukai

Proceedings of the Forty-first International Conference on Machine Learning, 2024

TransLLaMa: LLM-based Simultaneous Translation System.

Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

LLMs Are Zero-Shot Context-Aware Simultaneous Translators.

Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Unsupervised Detection of Cell Assemblies with Graph Neural Networks.

Roman Koshkin, Tomoki Fukai

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023