«Bigartm: Open Source Library For Regularized Multimodal Topic Modeling Of Large Collections»

Frei Oleksandr; Apishev Murat; Vorontsov K. V.; Dudarenko M.; Romov Peter;
Lomonosov Moscow State University, Moscow, Russia; Yandex, Moscow, Russia; Schlumberger Information Solutions, Oslo, Norway;

AIST, 2015

Paper title	Paper author	Affiliation	Conference	Year	Similarity	Tasks
Parallel Non-Blocking Deterministic Algorithm For Online Topic Modeling	Frei Oleksandr Apishev Murat	National Research University Higher School of Economics Moscow Institute of Physics and Technology, Moscow, Russia	AIST	2016	0.9953	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Interpretable Probabilistic Embeddings: Bridging The Gap Between Topic Models And Neural Networks	Popov A. M. Vorontsov K. V. Potapenko A. A.	Lomonosov Moscow State University, Moscow, Russia National Research University Higher School of Economics Moscow Institute of Physics and Technology, Moscow, Russia	AINL	2017	0.9866	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Tutorial On Probabilistic Topic Modeling: Additive Regularization For Stochastic Matrix Factorization	Vorontsov K. V. Potapenko A. A.	Lomonosov Moscow State University, Moscow, Russia National Research University Higher School of Economics Moscow Institute of Physics and Technology, Moscow, Russia Dorodnicyn Computing Centre of RAS	AIST	2014	0.9864	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Smart Context Generation For Disambiguation To Wikipedia	Sysoev A. A. Nikishina I.	Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia National Research University Higher School of Economics	AINL	2018	0.9856	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
Multi-Objective Topic Modeling For Exploratory Search In Tech News	Ianina Anastasia Golitsyn Lev Vorontsov K. V.	Integrated Systems Moscow Institute of Physics and Technology, Moscow, Russia	AINL	2017	0.9853	Show tasks (experimental!) Построение конкордансов Автоматическое реферирование Дистрибутивная семантика
Application Of A Hybrid Bi-Lstm-Crf Model To The Task Of Russian Named Entity Recognition	Burtsev M. S. Arkhipov M. Y. Anh L. T.	Vietnam Maritime University, Hai Phong, Viet Nam Moscow Institute of Physics and Technology, Moscow, Russia	AINL	2017	0.9853	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
The Russian Language Pipeline In The Lima Multilingual Analyzer	Chalendar G. Bocharov V. V.	List Institute, France	Dialogue	2020	0.9850	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Experimental Comparison Of Unsupervised Approaches In The Task Of Separating Specializations Within Professions In Job Vacancies	Ryazanov I. Botov Dmitry Nikolaev I. Vinel M.	Chelyabinsk state university, Russia	AINL	2019	0.9845	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Comparison Of Vector Space Representations Of Documents For The Task Of Information Retrieval Of Massive Open Online Courses	Dmitrin Yuri Klenin Julius Botov Dmitry	Chelyabinsk state university, Russia	AINL	2017	0.9843	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
Predicting The Age Of Social Network Users From User-Generated Texts With Word Embeddings	Nikolenko Sergey Alekseev Anton	Steklov Mathematical Institute, St. Petersburg, Russia Kazan (Volga Region) Federal University, Kazan, Russia	AINL	2016	0.9838	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика