BibTeX records: Zhenisbek Assylbekov

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@inproceedings{DBLP:conf/aaai/PakNTA23,
  author       = {Artur Pak and
                  Sultan Nurmukhamedov and
                  Rustem Takhanov and
                  Zhenisbek Assylbekov},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Hardness of Learning {AES} Key (Student Abstract)},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {16296--16297},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i13.27008},
  doi          = {10.1609/AAAI.V37I13.27008},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/PakNTA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cans/AlimanovA23,
  author       = {Kanat Alimanov and
                  Zhenisbek Assylbekov},
  editor       = {Jing Deng and
                  Vladimir Kolesnikov and
                  Alexander A. Schwarzmann},
  title        = {Hardness of Learning {AES} with Gradient-Based Methods},
  booktitle    = {Cryptology and Network Security - 22nd International Conference, {CANS}
                  2023, Augusta, GA, USA, October 31 - November 2, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14342},
  pages        = {126--133},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7563-1\_6},
  doi          = {10.1007/978-981-99-7563-1\_6},
  timestamp    = {Thu, 09 Nov 2023 15:01:06 +0100},
  biburl       = {https://dblp.org/rec/conf/cans/AlimanovA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ecai/BolatovTMPNA23,
  author       = {Arman Bolatov and
                  Maxat Tezekbayev and
                  Igor Melnykov and
                  Artur Pak and
                  Vassilina Nikoulina and
                  Zhenisbek Assylbekov},
  editor       = {Kobi Gal and
                  Ann Now{\'{e}} and
                  Grzegorz J. Nalepa and
                  Roy Fairstein and
                  Roxana Radulescu},
  title        = {Long-Tail Theory Under Gaussian Mixtures},
  booktitle    = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
                  September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
                  12th Conference on Prestigious Applications of Intelligent Systems
                  {(PAIS} 2023)},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {372},
  pages        = {109--116},
  publisher    = {{IOS} Press},
  year         = {2023},
  url          = {https://doi.org/10.3233/FAIA230260},
  doi          = {10.3233/FAIA230260},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/BolatovTMPNA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2307-10736,
  author       = {Arman Bolatov and
                  Maxat Tezekbayev and
                  Igor Melnykov and
                  Artur Pak and
                  Vassilina Nikoulina and
                  Zhenisbek Assylbekov},
  title        = {Long-Tail Theory under Gaussian Mixtures},
  journal      = {CoRR},
  volume       = {abs/2307.10736},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.10736},
  doi          = {10.48550/ARXIV.2307.10736},
  eprinttype    = {arXiv},
  eprint       = {2307.10736},
  timestamp    = {Wed, 26 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-10736.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-01611,
  author       = {Rustem Takhanov and
                  Maxat Tezekbayev and
                  Artur Pak and
                  Arman Bolatov and
                  Zhibek Kadyrsizova and
                  Zhenisbek Assylbekov},
  title        = {Intractability of Learning the Discrete Logarithm with Gradient-Based
                  Methods},
  journal      = {CoRR},
  volume       = {abs/2310.01611},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01611},
  doi          = {10.48550/ARXIV.2310.01611},
  eprinttype    = {arXiv},
  eprint       = {2310.01611},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01611.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-12660,
  author       = {Rustem Takhanov and
                  Maxat Tezekbayev and
                  Artur Pak and
                  Arman Bolatov and
                  Zhenisbek Assylbekov},
  title        = {Gradient Descent Fails to Learn High-frequency Functions and Modular
                  Arithmetic},
  journal      = {CoRR},
  volume       = {abs/2310.12660},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.12660},
  doi          = {10.48550/ARXIV.2310.12660},
  eprinttype    = {arXiv},
  eprint       = {2310.12660},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12660.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aiia/NurmukhamedovPT22,
  author       = {Sultan Nurmukhamedov and
                  Artur Pak and
                  Rustem Takhanov and
                  Zhenisbek Assylbekov},
  editor       = {Agostino Dovier and
                  Angelo Montanari and
                  Andrea Orlandini},
  title        = {Hardness of Learning {AES} Key (Short Paper)},
  booktitle    = {Proceedings of the Discussion Papers - 22nd International Conference
                  of the Italian Association for Artificial Intelligence (AIxIA 2022
                  DP), Udine, Italy, November 28 - December 2, 2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3419},
  pages        = {42--47},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {https://ceur-ws.org/Vol-3419/paper5.pdf},
  timestamp    = {Tue, 04 Jul 2023 16:37:20 +0200},
  biburl       = {https://dblp.org/rec/conf/aiia/NurmukhamedovPT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/naacl/TezekbayevNGA22,
  author       = {Maxat Tezekbayev and
                  Vassilina Nikoulina and
                  Matthias Gall{\'{e}} and
                  Zhenisbek Assylbekov},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Speeding Up Entmax},
  booktitle    = {Findings of the Association for Computational Linguistics: {NAACL}
                  2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {1142--1158},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-naacl.86},
  doi          = {10.18653/V1/2022.FINDINGS-NAACL.86},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/TezekbayevNGA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rep4nlp/AssylbekovNSM22,
  author       = {Zhenisbek Assylbekov and
                  Sultan Nurmukhamedov and
                  Arsen Sheverdin and
                  Thomas Mach},
  editor       = {Spandana Gella and
                  He He and
                  Bodhisattwa Prasad Majumder and
                  Burcu Can and
                  Eleonora Giunchiglia and
                  Samuel Cahyawijaya and
                  Sewon Min and
                  Maximilian Mozes and
                  Xiang Lorraine Li and
                  Isabelle Augenstein and
                  Anna Rogers and
                  Kyunghyun Cho and
                  Edward Grefenstette and
                  Laura Rimell and
                  Chris Dyer},
  title        = {From Hyperbolic Geometry Back to Word Embeddings},
  booktitle    = {Proceedings of the 7th Workshop on Representation Learning for NLP,
                  RepL4NLP@ACL 2022, Dublin, Ireland, May 26, 2022},
  pages        = {39--45},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.repl4nlp-1.5},
  doi          = {10.18653/V1/2022.REPL4NLP-1.5},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rep4nlp/AssylbekovNSM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2204-12481,
  author       = {Sultan Nurmukhamedov and
                  Thomas Mach and
                  Arsen Sheverdin and
                  Zhenisbek Assylbekov},
  title        = {From Hyperbolic Geometry Back to Word Embeddings},
  journal      = {CoRR},
  volume       = {abs/2204.12481},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.12481},
  doi          = {10.48550/ARXIV.2204.12481},
  eprinttype    = {arXiv},
  eprint       = {2204.12481},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-12481.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jair/NikoulinaTKBGA21,
  author       = {Vassilina Nikoulina and
                  Maxat Tezekbayev and
                  Nuradil Kozhakhmet and
                  Madina Babazhanova and
                  Matthias Gall{\'{e}} and
                  Zhenisbek Assylbekov},
  title        = {The Rediscovery Hypothesis: Language Models Need to Meet Linguistics},
  journal      = {J. Artif. Intell. Res.},
  volume       = {72},
  pages        = {1343--1384},
  year         = {2021},
  url          = {https://doi.org/10.1613/jair.1.12788},
  doi          = {10.1613/JAIR.1.12788},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jair/NikoulinaTKBGA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sadm/ZhumekenovTCA21,
  author       = {Abylay Zhumekenov and
                  Rustem Takhanov and
                  Alejandro J. Castro and
                  Zhenisbek Assylbekov},
  title        = {Approximation error of Fourier neural networks},
  journal      = {Stat. Anal. Data Min.},
  volume       = {14},
  number       = {3},
  pages        = {258--270},
  year         = {2021},
  url          = {https://doi.org/10.1002/sam.11506},
  doi          = {10.1002/SAM.11506},
  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sadm/ZhumekenovTCA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aiia/AuyespekMA21,
  author       = {Temirlan Auyespek and
                  Thomas Mach and
                  Zhenisbek Assylbekov},
  editor       = {Viviana Mascardi and
                  Matteo Palmonari and
                  Giuseppe Vizzari},
  title        = {Hyperbolic Embedding for Finding Syntax in {BERT}},
  booktitle    = {AIxIA 2021 Discussion Papers co-located with the the 20th International
                  Conference of the Italian Association for Artificial Intelligence
                  (AIxIA2021), Virtual Event, December 1st-3rd, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3078},
  pages        = {58--64},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {http://ceur-ws.org/Vol-3078/paper-44.pdf},
  timestamp    = {Fri, 22 Sep 2023 17:06:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aiia/AuyespekMA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/esann/BabazhanovaTA21,
  author       = {Madina Babazhanova and
                  Maxat Tezekbayev and
                  Zhenisbek Assylbekov},
  title        = {Geometric Probing of Word Vectors},
  booktitle    = {29th European Symposium on Artificial Neural Networks, Computational
                  Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
                  Belgium), October 6-8, 2021},
  year         = {2021},
  url          = {https://doi.org/10.14428/esann/2021.ES2021-105},
  doi          = {10.14428/ESANN/2021.ES2021-105},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/BabazhanovaTA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2103-01819,
  author       = {Vassilina Nikoulina and
                  Maxat Tezekbayev and
                  Nuradil Kozhakhmet and
                  Madina Babazhanova and
                  Matthias Gall{\'{e}} and
                  Zhenisbek Assylbekov},
  title        = {The Rediscovery Hypothesis: Language Models Need to Meet Linguistics},
  journal      = {CoRR},
  volume       = {abs/2103.01819},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01819},
  eprinttype    = {arXiv},
  eprint       = {2103.01819},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01819.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-06832,
  author       = {Maxat Tezekbayev and
                  Vassilina Nikoulina and
                  Matthias Gall{\'{e}} and
                  Zhenisbek Assylbekov},
  title        = {Speeding Up Entmax},
  journal      = {CoRR},
  volume       = {abs/2111.06832},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.06832},
  eprinttype    = {arXiv},
  eprint       = {2111.06832},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-06832.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ida/UteuliyevaZTACK20,
  author       = {Malika Uteuliyeva and
                  Abylay Zhumekenov and
                  Rustem Takhanov and
                  Zhenisbek Assylbekov and
                  Alejandro J. Castro and
                  Olzhas Kabdolov},
  title        = {Fourier neural networks: {A} comparative study},
  journal      = {Intell. Data Anal.},
  volume       = {24},
  number       = {5},
  pages        = {1107--1120},
  year         = {2020},
  url          = {https://doi.org/10.3233/IDA-195050},
  doi          = {10.3233/IDA-195050},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/UteuliyevaZTACK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/KaripbayevaSA20,
  author       = {Aidana Karipbayeva and
                  Alena Sorokina and
                  Zhenisbek Assylbekov},
  title        = {A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student
                  Abstract)},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {13835--13836},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i10.7190},
  doi          = {10.1609/AAAI.V34I10.7190},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KaripbayevaSA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/TezekbayevAT20,
  author       = {Maxat Tezekbayev and
                  Zhenisbek Assylbekov and
                  Rustem Takhanov},
  title        = {Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings
                  (Student Abstract)},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {13937--13938},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i10.7241},
  doi          = {10.1609/AAAI.V34I10.7241},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/TezekbayevAT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ausai/AssylbekovJ20,
  author       = {Zhenisbek Assylbekov and
                  Alibi Jangeldin},
  editor       = {Marcus Gallagher and
                  Nour Moustafa and
                  Erandi Lakshika},
  title        = {Squashed Shifted {PMI} Matrix: Bridging Word Embeddings and Hyperbolic
                  Spaces},
  booktitle    = {{AI} 2020: Advances in Artificial Intelligence - 33rd Australasian
                  Joint Conference, {AI} 2020, Canberra, ACT, Australia, November 29-30,
                  2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12576},
  pages        = {336--346},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-64984-5\_26},
  doi          = {10.1007/978-3-030-64984-5\_26},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ausai/AssylbekovJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcai/AssylbekovT20,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov},
  editor       = {Christian Bessiere},
  title        = {Context Vectors Are Reflections of Word Vectors in Half the Dimensions
                  (Extended Abstract)},
  booktitle    = {Proceedings of the Twenty-Ninth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2020},
  pages        = {5115--5119},
  publisher    = {ijcai.org},
  year         = {2020},
  url          = {https://doi.org/10.24963/ijcai.2020/718},
  doi          = {10.24963/IJCAI.2020/718},
  timestamp    = {Mon, 20 Jul 2020 12:38:52 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/AssylbekovT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2002-12005,
  author       = {Zhenisbek Assylbekov and
                  Alibi Jangeldin},
  title        = {Binarized {PMI} Matrix: Bridging Word Embeddings and Hyperbolic Spaces},
  journal      = {CoRR},
  volume       = {abs/2002.12005},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.12005},
  eprinttype    = {arXiv},
  eprint       = {2002.12005},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-12005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jair/AssylbekovT19,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov},
  title        = {Context Vectors are Reflections of Word Vectors in Half the Dimensions},
  journal      = {J. Artif. Intell. Res.},
  volume       = {66},
  pages        = {225--242},
  year         = {2019},
  url          = {https://doi.org/10.1613/jair.1.11368},
  doi          = {10.1613/JAIR.1.11368},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jair/AssylbekovT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cicling/SorokinaKA19,
  author       = {Alena Sorokina and
                  Aidana Karipbayeva and
                  Zhenisbek Assylbekov},
  editor       = {Alexander F. Gelbukh},
  title        = {Low-Rank Approximation of Matrices for PMI-Based Word Embeddings},
  booktitle    = {Computational Linguistics and Intelligent Text Processing - 20th International
                  Conference, CICLing 2019, La Rochelle, France, April 7-13, 2019, Revised
                  Selected Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13451},
  pages        = {86--94},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-031-24337-0\_7},
  doi          = {10.1007/978-3-031-24337-0\_7},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cicling/SorokinaKA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cicling/MyrzakhmetovTA19,
  author       = {Bagdat Myrzakhmetov and
                  Rustem Takhanov and
                  Zhenisbek Assylbekov},
  editor       = {Alexander F. Gelbukh},
  title        = {Initial Explorations on Chaotic Behaviors of Recurrent Neural Networks},
  booktitle    = {Computational Linguistics and Intelligent Text Processing - 20th International
                  Conference, CICLing 2019, La Rochelle, France, April 7-13, 2019, Revised
                  Selected Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13451},
  pages        = {351--363},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-031-24337-0\_26},
  doi          = {10.1007/978-3-031-24337-0\_26},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cicling/MyrzakhmetovTA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-03011,
  author       = {Abylay Zhumekenov and
                  Malika Uteuliyeva and
                  Olzhas Kabdolov and
                  Rustem Takhanov and
                  Zhenisbek Assylbekov and
                  Alejandro J. Castro},
  title        = {Fourier Neural Networks: {A} Comparative Study},
  journal      = {CoRR},
  volume       = {abs/1902.03011},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.03011},
  eprinttype    = {arXiv},
  eprint       = {1902.03011},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-03011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-09859,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov},
  title        = {Context Vectors are Reflections of Word Vectors in Half the Dimensions},
  journal      = {CoRR},
  volume       = {abs/1902.09859},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.09859},
  eprinttype    = {arXiv},
  eprint       = {1902.09859},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-09859.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1909-09855,
  author       = {Alena Sorokina and
                  Aidana Karipbayeva and
                  Zhenisbek Assylbekov},
  title        = {Low-Rank Approximation of Matrices for PMI-based Word Embeddings},
  journal      = {CoRR},
  volume       = {abs/1909.09855},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.09855},
  eprinttype    = {arXiv},
  eprint       = {1909.09855},
  timestamp    = {Fri, 27 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-09855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1909-13494,
  author       = {Aidana Karipbayeva and
                  Alena Sorokina and
                  Zhenisbek Assylbekov},
  title        = {A Critique of the Smooth Inverse Frequency Sentence Embeddings},
  journal      = {CoRR},
  volume       = {abs/1909.13494},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13494},
  eprinttype    = {arXiv},
  eprint       = {1909.13494},
  timestamp    = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13494.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-13413,
  author       = {Maxat Tezekbayev and
                  Zhenisbek Assylbekov and
                  Rustem Takhanov},
  title        = {Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings},
  journal      = {CoRR},
  volume       = {abs/1912.13413},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.13413},
  eprinttype    = {arXiv},
  eprint       = {1912.13413},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-13413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/coling/KabdolovAT18,
  author       = {Olzhas Kabdolov and
                  Zhenisbek Assylbekov and
                  Rustem Takhanov},
  editor       = {Emily M. Bender and
                  Leon Derczynski and
                  Pierre Isabelle},
  title        = {Reproducing and Regularizing the {SCRN} Model},
  booktitle    = {Proceedings of the 27th International Conference on Computational
                  Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
                  2018},
  pages        = {1705--1716},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/C18-1145/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/KabdolovAT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lrec/MakazhanovMA18,
  author       = {Aibek Makazhanov and
                  Bagdat Myrzakhmetov and
                  Zhenisbek Assylbekov},
  editor       = {Nicoletta Calzolari and
                  Khalid Choukri and
                  Christopher Cieri and
                  Thierry Declerck and
                  Sara Goggi and
                  K{\^{o}}iti Hasida and
                  Hitoshi Isahara and
                  Bente Maegaard and
                  Joseph Mariani and
                  H{\'{e}}l{\`{e}}ne Mazo and
                  Asunci{\'{o}}n Moreno and
                  Jan Odijk and
                  Stelios Piperidis and
                  Takenobu Tokunaga},
  title        = {Manual vs Automatic Bitext Extraction},
  booktitle    = {Proceedings of the Eleventh International Conference on Language Resources
                  and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
  publisher    = {European Language Resources Association {(ELRA)}},
  year         = {2018},
  url          = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/1097.html},
  timestamp    = {Mon, 19 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lrec/MakazhanovMA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/naacl/AssylbekovT18,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov},
  editor       = {Marilyn A. Walker and
                  Heng Ji and
                  Amanda Stent},
  title        = {Reusing Weights in Subword-Aware Neural Language Models},
  booktitle    = {Proceedings of the 2018 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
                  1 (Long Papers)},
  pages        = {1413--1423},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/n18-1128},
  doi          = {10.18653/V1/N18-1128},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/AssylbekovT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1802-08375,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov},
  title        = {Reusing Weights in Subword-aware Neural Language Models},
  journal      = {CoRR},
  volume       = {abs/1802.08375},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.08375},
  eprinttype    = {arXiv},
  eprint       = {1802.08375},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-08375.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aciids/JangeldinA17,
  author       = {Alibi Jangeldin and
                  Zhenisbek Assylbekov},
  editor       = {Ngoc Thanh Nguyen and
                  Satoshi Tojo and
                  Le Minh Nguyen and
                  Bogdan Trawinski},
  title        = {Simple and Accurate Method for Parallel Web Pages Detection},
  booktitle    = {Intelligent Information and Database Systems - 9th Asian Conference,
                  {ACIIDS} 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10191},
  pages        = {238--247},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-54472-4\_23},
  doi          = {10.1007/978-3-319-54472-4\_23},
  timestamp    = {Thu, 16 Mar 2023 20:00:29 +0100},
  biburl       = {https://dblp.org/rec/conf/aciids/JangeldinA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/emnlp/AssylbekovTMW17,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov and
                  Bagdat Myrzakhmetov and
                  Jonathan North Washington},
  editor       = {Martha Palmer and
                  Rebecca Hwa and
                  Sebastian Riedel},
  title        = {Syllable-aware Neural Language Models: {A} Failure to Beat Character-aware
                  Ones},
  booktitle    = {Proceedings of the 2017 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
                  9-11, 2017},
  pages        = {1866--1872},
  publisher    = {Association for Computational Linguistics},
  year         = {2017},
  url          = {https://doi.org/10.18653/v1/d17-1199},
  doi          = {10.18653/V1/D17-1199},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/AssylbekovTMW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iconip/TakhanovA17,
  author       = {Rustem Takhanov and
                  Zhenisbek Assylbekov},
  editor       = {Derong Liu and
                  Shengli Xie and
                  Yuanqing Li and
                  Dongbin Zhao and
                  El{-}Sayed M. El{-}Alfy},
  title        = {Patterns Versus Characters in Subword-Aware Neural Language Modeling},
  booktitle    = {Neural Information Processing - 24th International Conference, {ICONIP}
                  2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10635},
  pages        = {157--166},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-70096-0\_17},
  doi          = {10.1007/978-3-319-70096-0\_17},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/TakhanovA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/AssylbekovTMW17,
  author       = {Zhenisbek Assylbekov and
                  Rustem Takhanov and
                  Bagdat Myrzakhmetov and
                  Jonathan North Washington},
  title        = {Syllable-aware Neural Language Models: {A} Failure to Beat Character-aware
                  Ones},
  journal      = {CoRR},
  volume       = {abs/1707.06480},
  year         = {2017},
  url          = {http://arxiv.org/abs/1707.06480},
  eprinttype    = {arXiv},
  eprint       = {1707.06480},
  timestamp    = {Mon, 06 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AssylbekovTMW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1709-00541,
  author       = {Rustem Takhanov and
                  Zhenisbek Assylbekov},
  title        = {Patterns versus Characters in Subword-aware Neural Language Modeling},
  journal      = {CoRR},
  volume       = {abs/1709.00541},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.00541},
  eprinttype    = {arXiv},
  eprint       = {1709.00541},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-00541.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kesidt/AssylbekovMBBBM16,
  author       = {Zhenisbek Assylbekov and
                  Igor Melnykov and
                  Rustam Bekishev and
                  Assel Baltabayeva and
                  Dariya Bissengaliyeva and
                  Eldar Mamlin},
  editor       = {Ireneusz Czarnowski and
                  Alfonso Mateos Caballero and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Detecting Value-Added Tax Evasion by Business Entities of Kazakhstan},
  booktitle    = {Intelligent Decision Technologies 2016 - Proceedings of the 8th {KES}
                  International Conference on Intelligent Decision Technologies {(KES-IDT}
                  2016) - Part I, Puerto de la Cruz, Spain, 15-17 June, 2016},
  series       = {Smart Innovation, Systems and Technologies},
  volume       = {56},
  pages        = {37--49},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39630-9\_4},
  doi          = {10.1007/978-3-319-39630-9\_4},
  timestamp    = {Fri, 19 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kesidt/AssylbekovMBBBM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ranlp/AssylbekovNM15,
  author       = {Zhenisbek Assylbekov and
                  Assulan Nurkas and
                  In{\^{e}}s Russinho Mouga},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {A Statistical Model for Measuring Structural Similarity between Webpages},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2015, 7-9
                  September, 2015, Hissar, Bulgaria},
  pages        = {24--31},
  publisher    = {{RANLP} 2015 Organising Committee / {ACL}},
  year         = {2015},
  url          = {https://aclanthology.org/R15-1004/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/AssylbekovNM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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