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Paper title Paper author Affiliation Conference Year Tasks Similarity
Explicit Semantic Analysis as a Means for Topic Labelling (URL) Sukharev K.
Kriukova A.
Erofeeva A.
Mitrofanova O. A.
University of Trento, Rovereto, Italy
St. Petersburg Electrotechnical University, St. Petersburg, Russia
Saint-Petersburg State University, Saint-Petersburg, Russia
AINL 2018 Тематическая классификация
Тематическое моделирование
0.144
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 Тематическая классификация
Тематическое моделирование
Cегментация текста
0.142
Four Keys to Topic Interpretability in Topic Modeling (URL) Koltcov S. N.
Filchenkov Andrey
Mavrin A.
National Research University Higher School of Economics, Moscow, Russia
ITMO University, Saint-Petersburg, Russia
AINL 2018 Тематическая классификация
Языковые модели
Тематическое моделирование
0.134
Topic Modeling for Frame Analysis of News Media (URL) Pashakhin Sergey
National Research University Higher School of Economics, Moscow, Russia
AINL 2016 Тематическая классификация
Языковые модели
Тематическое моделирование
0.133
Bigram Anchor Words Topic Model (URL) Ashuha Arseniy
Loukachevitch N. V
Moscow Institute of Physics and Technology, Moscow, Russia
AIST 2016 Тематическая классификация
Языковые модели
Тематическое моделирование
0.091
Quality Evaluation and Improvement for Hierarchical Topic Modeling (URL) Sholokhov A. K.
Belyy A. V.
Seleznova M. S.
Vorontsov K. V.
Moscow Institute of Physics and Technology, Moscow, Russia
ITMO University, Saint-Petersburg, Russia
Dialogue 2018 Тематическая классификация
Тематическое моделирование
0.088
Interpretable Probabilistic Embeddings: Bridging the Gap between Topic Models and Neural Networks (URL) Popov A. M.
Vorontsov K. V.
Potapenko A. A.
National Research University Higher School of Economics, Moscow, Russia
Lomonosov Moscow State University, Moscow, Russia
AINL 2017 Языковые модели
Тематическое моделирование
Дистрибутивная семантика
0.056
Bigartm: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections (URL) Romov Peter
Frei Oleksandr
Apishev Murat
Vorontsov K. V.
Lomonosov Moscow State University, Moscow, Russia
Yandex, Moscow, Russia
AIST 2015 Языковые модели
Тематическое моделирование
0.055
Improving Topic Models with Segmental Structure of Texts (URL) Skachkov N.
Vorontsov K. V.
Moscow Institute of Physics and Technology, Moscow, Russia
Lomonosov Moscow State University, Moscow, Russia
Dialogue 2018 Тематическая классификация
Тематическое моделирование
Cегментация текста
0.054
Combining Thesaurus Knowledge and Probabilistic Topic Models (URL) Nokel M. A.
Ivanov Kirill
Loukachevitch N. V
Yandex, Moscow, Russia
AIST 2017 Тезаурусы
Тематическая классификация
Извлечение отношений
Тематическое моделирование
0.046

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