Application of Deep Neural Networks for Automatic Irony Detection in Russian-Language Texts

被引:0
|
作者
M. A. Kosterin [1 ]
I. V. Paramonov [1 ]
机构
[1] Demidov Yaroslavl State University,
关键词
irony detection; sarcasm detection; neural network-based classifier; deep learning; natural language processing; BERT;
D O I
10.3103/S0146411624700469
中图分类号
学科分类号
摘要
引用
收藏
页码:1073 / 1081
页数:8
相关论文
共 50 条
  • [41] Authorship Attribution of Social Media and Literary Russian-Language Texts Using Machine Learning Methods and Feature Selection
    Fedotova, Anastasia
    Romanov, Aleksandr
    Kurtukova, Anna
    Shelupanov, Alexander
    FUTURE INTERNET, 2022, 14 (01):
  • [42] An adaptive structure neural networks with application to EEG automatic seizure detection
    Weng, W
    Khorasani, K
    NEURAL NETWORKS, 1996, 9 (07) : 1223 - 1240
  • [43] Semantic brain mapping of the large continuous segments of Russian-language texts: Tourgenev and Tolstoy versus Siemens and Apple
    Ushakov, V. L.
    Orlov, V. A.
    Malakhov, D. G.
    Kartashov, S. I.
    Korosteleva, A. N.
    Skiteva, L. I.
    Zaidelman, L. Ya.
    Zinina, A. A.
    Kotov, A. A.
    Velichkovsky, B. M.
    Zabotkina, V. I.
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2018, 131 : S170 - S170
  • [44] AUTOMATIC DETECTION OF THE NASAL CAVITIES AND PARANASAL SINUSES USING DEEP NEURAL NETWORKS
    Laura, Cristina Oyarzun
    Hofmann, Patrick
    Drechsler, Klaus
    Wesarg, Stefan
    2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), 2019, : 1154 - 1157
  • [45] Automatic Tobacco Plant Detection in UAV Images via Deep Neural Networks
    Fan, Zhun
    Lu, Jiewei
    Gong, Maoguo
    Xie, Honghui
    Goodman, Erik D.
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (03) : 876 - 887
  • [46] Automatic apraxia detection using deep convolutional neural networks and similarity methods
    Vicedo, Cristina
    Nieto-Reyes, Alicia
    Bringas, Santos
    Duque, Rafael
    Lage, Carmen
    Luis Montana, Jose
    MACHINE VISION AND APPLICATIONS, 2023, 34 (04)
  • [47] Automatic detection and classification of marmoset vocalizations using deep and recurrent neural networks
    Zhang, Ya-Jie
    Huang, Jun-Feng
    Gong, Neng
    Ling, Zhen-Hua
    Hu, Yu
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2018, 144 (01): : 478 - 487
  • [48] Automatic detection of channels in seismic images via deep learning neural networks
    Krasnov, Fedor V.
    Butorin, Alexander V.
    Sitnikov, Alexander N.
    BIZNES INFORMATIKA-BUSINESS INFORMATICS, 2018, 44 (02): : 7 - 16
  • [49] Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans
    Tomita, Naofumi
    Cheung, Yvonne Y.
    Hassanpour, Saeed
    COMPUTERS IN BIOLOGY AND MEDICINE, 2018, 98 : 8 - 15
  • [50] DEEP NEURAL NETWORKS FOR AUTOMATIC DETECTION OF SCREAMS AND SHOUTED SPEECH IN SUBWAY TRAINS
    Laffitte, Pierre
    Sodoyer, David
    Tatkeu, Charles
    Girin, Laurent
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 6460 - 6464