Aleksei Goncharov

According to our database, Aleksei Goncharov authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction.

Egor Maximov, Yulia Kuzkina, Azamat Kanametov, Alexander Prutko, Aleksei Goncharov, Maxim Zhelnin, Egor Shvetsov

CoRR, July, 2025

2024

MedSyn: LLM-Based Synthetic Medical Text Generation Framework.

Gleb Kumichev, Pavel Blinov, Yulia Kuzkina, Vasily Goncharov, Galina Zubkova, Nikolai Zenovkin, Aleksei Goncharov, Andrey V. Savchenko

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Leveraging Summarization for Unsupervised Dialogue Topic Segmentation.

Aleksei Artemiev, Daniil Parinov, Alexey Grishanov, Ivan Borisov, Alexey Vasilev, Daniil Muravetskii, Aleksey Rezvykh, Aleksei Goncharov, Andrey V. Savchenko

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

On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization.

Nikita Martynov, Aleksei Goncharov, Gleb Kumichev, Evgeniy Egorov, Stanislav Vladimirovich Pavlov, Mikhail Sergeevich Durinov, Aleksandr Sergeevich Zuev, Egor Anatolievich Filimonov

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2020

Panorama Stitching Method Using Sensor Fusion.

Aleksei Goncharov, Sergei Bykovskii

Proceedings of the 12th Majorov International Conference on Software Engineering and Computer Systems (MICSECS 2020), 2020