Artificial Intelligence and Natural Language: 6th Conference, AINL 2017, St. Petersburg, Russia, September 20–23, 2017, Revised Selected Papers

Front Matter ....Pages I-XI
Front Matter ....Pages 1-1
 Semantic Feature Aggregation for Gender Identification in Russian Facebook  (Polina Panicheva, Aliia Mirzagitova, Yanina Ledovaya)....Pages 3-15
 Using Linguistic Activity in Social Networks to Predict and Interpret Dark Psychological Traits  (Arseny Moskvichev, Marina Dubova, Sergey Menshov, Andrey Filchenkov)....Pages 16-26
 Boosting a Rule-Based Chatbot Using Statistics and User Satisfaction Ratings  (Octavia Efraim, Vladislav Maraev, João Rodrigues)....Pages 27-41
Front Matter ....Pages 43-43
 Deep Learning for Acoustic Addressee Detection in Spoken Dialogue Systems  (Aleksei Pugachev, Oleg Akhtiamov, Alexey Karpov, Wolfgang Minker)....Pages 45-53
 Deep Neural Networks in Russian Speech Recognition  (Nikita Markovnikov, Irina Kipyatkova, Alexey Karpov, Andrey Filchenkov)....Pages 54-67
 Combined Feature Representation for Emotion Classification from Russian Speech  (Oxana Verkholyak, Alexey Karpov)....Pages 68-73
Front Matter ....Pages 75-75
 Active Learning with Adaptive Density Weighted Sampling for Information Extraction from Scientific Papers  (Roman Suvorov, Artem Shelmanov, Ivan Smirnov)....Pages 77-90
 Application of a Hybrid Bi-LSTM-CRF Model to the Task of Russian Named Entity Recognition  (The Anh Le, Mikhail Y. Arkhipov, Mikhail S. Burtsev)....Pages 91-103
Front Matter ....Pages 105-105
 Employing Wikipedia Data for Coreference Resolution in Russian  (Ilya Azerkovich)....Pages 107-112
 Building Wordnet for Russian Language from Ru.Wiktionary  (Yuliya Chernobay)....Pages 113-120
 Corpus of Syntactic Co-Occurrences: A Delayed Promise  (Eduard S. Klyshinsky, Natalia Y. Lukashevich)....Pages 121-127
Front Matter ....Pages 129-129
 A Close Look at Russian Morphological Parsers: Which One Is the Best?  (Evgeny Kotelnikov, Elena Razova, Irina Fishcheva)....Pages 131-142
 Morpheme Level Word Embedding  (Ruslan Galinsky, Tatiana Kovalenko, Julia Yakovleva, Andrey Filchenkov)....Pages 143-155
 Comparison of Vector Space Representations of Documents for the Task of Information Retrieval of Massive Open Online Courses  (Julius Klenin, Dmitry Botov, Yuri Dmitrin)....Pages 156-164
Front Matter ....Pages 165-165
 Interpretable Probabilistic Embeddings: Bridging the Gap Between Topic Models and Neural Networks  (Anna Potapenko, Artem Popov, Konstantin Vorontsov)....Pages 167-180
 Multi-objective Topic Modeling for Exploratory Search in Tech News  (Anastasia Ianina, Lev Golitsyn, Konstantin Vorontsov)....Pages 181-193
 A Deep Forest for Transductive Transfer Learning by Using a Consensus Measure  (Lev V. Utkin, Mikhail A. Ryabinin)....Pages 194-208
Front Matter ....Pages 209-209
 ParaPhraser: Russian Paraphrase Corpus and Shared Task  (Lidia Pivovarova, Ekaterina Pronoza, Elena Yagunova, Anton Pronoza)....Pages 211-225
 Effect of Semantic Parsing Depth on the Identification of Paraphrases in Russian Texts  (Kirill Boyarsky, Eugeni Kanevsky)....Pages 226-241
 RuThes Thesaurus in Detecting Russian Paraphrases   (Natalia Loukachevitch, Aleksandr Shevelev, Valerie Mozharova, Boris Dobrov, Andrey Pavlov)....Pages 242-256
 Knowledge-lean Paraphrase Identification Using Character-Based Features  (Asli Eyecioglu, Bill Keller)....Pages 257-276
 Paraphrase Detection Using Machine Translation and Textual Similarity Algorithms  (Dmitry Kravchenko)....Pages 277-292
 Character-Level Convolutional Neural Network for Paraphrase Detection and Other Experiments  (Vladislav Maraev, Chakaveh Saedi, João Rodrigues, António Branco, João Silva)....Pages 293-304
Back Matter ....Pages 305-305