«Quality Evaluation And Improvement For Hierarchical Topic Modeling»

Sholokhov A. K.; Belyy A. V.; Seleznova M. S.; Vorontsov K. V.;
Tochka Bank QIWI Bank, Yekaterinburg, Russia; Moscow Institute of Physics and Technology, Moscow, Russia; ITMO University, Saint-Petersburg, Russia;

Dialogue, 2018

Paper title	Paper author	Affiliation	Conference	Year	Similarity	Tasks
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	0.9890	Show tasks (experimental!) Построение конкордансов Дистрибутивная семантика Морфологический анализ
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	0.9886	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
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	0.9861	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
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	0.9856	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Stability Of Topic Modeling Via Modality Regularization	Derbanosov R. Bakhanova M.	Skoltech, Moscow, Russia National Research University Higher School of Economics	Dialogue	2020	0.9854	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Comparative Analysis Of Scientific Papers Collections Via Topic Modeling And Co-Authorship Networks	Krasnov F. Dimentov A. Shvartsman M.	Gazpromneft, Saint-Petersburg, Russia NEICON, Moscow, Russia	AINL	2019	0.9853	Show tasks (experimental!) Построение конкордансов Морфологический анализ Автоматическое реферирование
Detection Of Domain-Specific Trends In Text Collections	Gadelshin Ilnur Antonova Anna Ilvovsky D. A.	National Research University Higher School of Economics	AIST	2014	0.9848	Show tasks (experimental!) Построение конкордансов Морфологический анализ Автоматическое реферирование
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	0.9842	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
Combining Thesaurus Knowledge And Probabilistic Topic Models	Nokel M. A. Ivanov Kirill Loukachevitch N. V.	Lomonosov Moscow State University, Moscow, Russia Yandex, Moscow, Russia	AIST	2017	0.9837	Show tasks (experimental!) Построение конкордансов Морфологический анализ Автоматическое реферирование
Towards Cluster Validity Index Evaluation And Selection	Parfenov Vladimir Filchenkov Andrey Muravyov Sergey	ITMO University, Saint-Petersburg, Russia	AINL	2016	0.9837	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика