Paper title |
Paper author |
Affiliation |
Conference |
Year |
Tasks |
Similarity |
Tutorial On Probabilistic Topic Modeling: Additive Regularization For Stochastic Matrix Factorization
(URL)
|
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
|
Дистрибутивная семантика
Построение конкордансов
Морфологический анализ
|
0.9897
|
Bigram Anchor Words Topic Model
(URL)
|
Ashuha Arseniy
Loukachevitch N. V.
|
Lomonosov Moscow State University, Moscow, Russia
Moscow Institute of Physics and Technology, Moscow, Russia
|
AIST
|
2016
|
Дистрибутивная семантика
Морфологический анализ
Построение конкордансов
|
0.9895
|
Four Keys To Topic Interpretability In Topic Modeling
(URL)
|
Koltcov S. N.
Filchenkov Andrey
Mavrin A.
|
National Research University Higher School of Economics
ITMO University, Saint-Petersburg, Russia
|
AINL
|
2018
|
Построение конкордансов
Дистрибутивная семантика
Морфологический анализ
|
0.9891
|
Interpretable Probabilistic Embeddings: Bridging The Gap Between Topic Models And Neural Networks
(URL)
|
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
|
Дистрибутивная семантика
Построение конкордансов
Морфологический анализ
|
0.9869
|
Detection Of Domain-Specific Trends In Text Collections
(URL)
|
Gadelshin Ilnur
Antonova Anna
Ilvovsky D. A.
|
National Research University Higher School of Economics
|
AIST
|
2014
|
Построение конкордансов
Морфологический анализ
Автоматическое реферирование
|
0.9869
|
Quality Evaluation And Improvement For Hierarchical Topic Modeling
(URL)
|
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
|
Построение конкордансов
Морфологический анализ
Дистрибутивная семантика
|
0.9856
|
Intra-Text Coherence As A Measure Of Topic Models’ Interpretability
(URL)
|
Alekseev V. A.
Bulatov V. G.
Vorontsov K. V.
|
Moscow Institute of Physics and Technology, Moscow, Russia
|
Dialogue
|
2018
|
Построение конкордансов
Морфологический анализ
Дистрибутивная семантика
|
0.9854
|
Russian Q&A Method Study: From Naive Bayes To Convolutional Neural Networks
(URL)
|
Malafeev Alexey
Nikolaev Kirill
|
National Research University Higher School of Economics
|
AIST
|
2018
|
Морфологический анализ
Построение конкордансов
Дистрибутивная семантика
|
0.9845
|
Comparison Of Vector Space Representations Of Documents For The Task Of Information Retrieval Of Massive Open Online Courses
(URL)
|
Dmitrin Yuri
Klenin Julius
Botov Dmitry
|
Chelyabinsk state university, Russia
|
AINL
|
2017
|
Построение конкордансов
Морфологический анализ
Дистрибутивная семантика
|
0.9840
|
Experimental Comparison Of Unsupervised Approaches In The Task Of Separating Specializations Within Professions In Job Vacancies
(URL)
|
Ryazanov I.
Botov Dmitry
Nikolaev I.
Vinel M.
|
Chelyabinsk state university, Russia
|
AINL
|
2019
|
Морфологический анализ
Дистрибутивная семантика
Построение конкордансов
|
0.9838
|