«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

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	0.9901	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	0.9897	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
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	0.9893	Show tasks (experimental!) Дистрибутивная семантика Морфологический анализ Построение конкордансов
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	0.9891	Show tasks (experimental!) Построение конкордансов Дистрибутивная семантика 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	0.9869	Show tasks (experimental!) Дистрибутивная семантика Построение конкордансов Морфологический анализ
Detection Of Domain-Specific Trends In Text Collections	Gadelshin Ilnur Antonova Anna Ilvovsky D. A.	National Research University Higher School of Economics	AIST	2014	0.9867	Show tasks (experimental!) Построение конкордансов Морфологический анализ Автоматическое реферирование
Quantile-Based Approach To Estimating Cognitive Text Complexity	Eremeev M. A. Vorontsov K. V.	Lomonosov Moscow State University, Moscow, Russia Moscow Institute of Physics and Technology, Moscow, Russia	Dialogue	2020	0.9865	Show tasks (experimental!) Морфологический анализ Дистрибутивная семантика Построение конкордансов
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	0.9856	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
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	0.9854	Show tasks (experimental!) Построение конкордансов Морфологический анализ Дистрибутивная семантика
Russian Q&A Method Study: From Naive Bayes To Convolutional Neural Networks	Malafeev Alexey Nikolaev Kirill	National Research University Higher School of Economics	AIST	2018	0.9845	Show tasks (experimental!) Морфологический анализ Построение конкордансов Дистрибутивная семантика