«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

Paper title	Paper author	Affiliation	Conference	Year	Similarity	Tasks
Stability Of Topic Modeling Via Modality Regularization	Derbanosov R. Bakhanova M.	Skoltech, Moscow, Russia National Research University Higher School of Economics	Dialogue	2020	0.9924	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	0.9916	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Four Keys To Topic Interpretability In Topic Modeling	Koltcov S. N. Filchenkov Andrey Mavrin A.	National Research University Higher School of Economics ITMO University, Saint-Petersburg, Russia	AINL	2018	0.9908	Show tasks (experimental!) Построение конкордансов Дистрибутивная семантика Морфологический анализ
Improving Topic Models With Segmental Structure Of Texts	Skachkov N. Vorontsov K. V.	Lomonosov Moscow State University, Moscow, Russia Moscow Institute of Physics and Technology, Moscow, Russia Dorodnicyn Computing Centre of RAS	Dialogue	2018	0.9897	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Bigram Anchor Words Topic Model	Ashuha Arseniy Loukachevitch N. V.	Lomonosov Moscow State University, Moscow, Russia Moscow Institute of Physics and Technology, Moscow, Russia	AIST	2016	0.9897	Show tasks (experimental!) Дистрибутивная семантика Морфологический анализ Построение конкордансов
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	0.9864	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
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	0.9848	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Detection Of Domain-Specific Trends In Text Collections	Gadelshin Ilnur Antonova Anna Ilvovsky D. A.	National Research University Higher School of Economics	AIST	2014	0.9845	Show tasks (experimental!) Построение конкордансов Морфологический анализ Автоматическое реферирование
Intra-Text Coherence As A Measure Of Topic Models’ Interpretability	Alekseev V. A. Bulatov V. G. Vorontsov K. V.	Moscow Institute of Physics and Technology, Moscow, Russia	Dialogue	2018	0.9843	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
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	0.9842	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ