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ORCIDIvan P. Yamshchikov
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Journal Articles
- 2025
[j5]Mikhail Budnikov, Anna Bykova, Ivan P. Yamshchikov:
Generalization potential of large language models. Neural Comput. Appl. 37(4): 1973-1997 (2025)- 2023
- [j4]Vladislav D. Mosin, Igor Samenko, Borislav Kozlovskii, Alexey Tikhonov
, Ivan P. Yamshchikov:
Fine-tuning transformers: Vocabulary transfer. Artif. Intell. 317: 103860 (2023) - [j3]Viacheslav Shibaev, Eckehard Olbrich, Jürgen Jost, Ivan P. Yamshchikov:
Quick Estimate of Information Decomposition for Text Style Transfer. Entropy 25(2): 322 (2023) - 2020
- [j2]Yana Agafonova, Alexey Tikhonov, Ivan P. Yamshchikov:
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity. Future Internet 12(11): 182 (2020) - 2016
- [j1]Ljudmila A. Bordag, Ivan P. Yamshchikov, Dmitry Zhelezov:
Optimal allocation-consumption problem for a portfolio with an illiquid asset. Int. J. Comput. Math. 93(5): 749-760 (2016)
Conference and Workshop Papers
- 2024
- [c21]Gleb Schmidt, Veronica Vybornaya, Ivan P. Yamshchikov:
Fine-Tuning Pre-Trained Language Models for Authorship Attribution of the Pseudo-Dionysian Ars Rhetorica. CHR 2024: 369-385 - [c20]Maxim K. Surkov, Ivan P. Yamshchikov:
Vygotsky Distance: Measure for Benchmark Task Similarity. LREC/COLING 2024: 17409-17420 - [c19]Pavel Chizhov, Catherine Arnett, Elizaveta Korotkova, Ivan P. Yamshchikov:
BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training. EMNLP 2024: 16587-16604 - [c18]Priyanka Singh, Pratik Nichite, Abdul Basit Raja, Pranav Kumar Sah, Ivan P. Yamshchikov:
Scientific Publication Indexing and Definition Extraction Resource. ITHET 2024: 1-6 - 2023
- [c17]Anna Bykova, Nikolay Filippov, Ivan P. Yamshchikov:
Rehabilitating Homeless: Dataset and Key Insights. AAAI 2023: 14136-14143 - 2022
- [c16]Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov:
Do Data-based Curricula Work? Insights@ACL 2022: 119-128 - [c15]Ilya S. Smirnov, Ivan P. Yamshchikov:
Moving Other Way: Exploring Word Mover Distance Extensions. COMPLEXIS 2022: 92-97 - [c14]Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis, Charlotte Schubert, Jürgen Jost:
BERT in Plutarch's Shadows. EMNLP 2022: 6071-6080 - 2021
- [c13]Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolay Khlebnikov, Alexey Tikhonov:
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric. AAAI 2021: 14213-14220 - [c12]Alexey Tikhonov, Ivan P. Yamshchikov:
Artificial Neural Networks Jamming on the Beat. COMPLEXIS 2021: 37-44 - [c11]Alexey Tikhonov, Igor Samenko, Ivan P. Yamshchikov:
StoryDB: Broad Multi-language Narrative Dataset. Eval4NLP 2021: 32-39 - [c10]Igor Samenko, Alexey Tikhonov, Ivan P. Yamshchikov:
Intuitive Contrasting Map for Antonym Embeddings. MMBD/MLIS 2021: 502-510 - [c9]Anastasia Malysheva, Alexey Tikhonov, Ivan P. Yamshchikov:
DYPLODOC: Dynamic Plots for Document Classification. MMBD/MLIS 2021: 511-519 - 2020
- [c8]Ivan P. Yamshchikov, Cyrille Merleau Nono Saha, Igor Samenko, Jürgen Jost:
It Means More If It Sounds Good: Yet Another Hypotheses Concerning the Evolution of Polysemous Words. COMPLEXIS 2020: 143-148 - [c7]Arsenii Rasov, Ilya Obabkov, Eckehard Olbrich, Ivan P. Yamshchikov:
Text Classification for Monolingual Political Manifestos with Words Out of Vocabulary. COMPLEXIS 2020: 149-154 - [c6]Yana Agafonova, Alexey Tikhonov, Ivan P. Yamshchikov:
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity. ICCC 2020: 146-152 - [c5]Alexey Tikhonov, Ivan P. Yamshchikov:
Drum Beats and Where To Find Them: Sampling Drum Patterns from a Latent Space. ICCC 2020: 190-195 - 2019
- [c4]Ivan P. Yamshchikov, Viacheslav Shibaev, Aleksander Nagaev, Jürgen Jost, Alexey Tikhonov:
Decomposing Textual Information For Style Transfer. NGT@EMNLP-IJCNLP 2019: 128-137 - [c3]Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev, Aigul Nugmanova, Ivan P. Yamshchikov:
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites. EMNLP/IJCNLP (1) 2019: 3934-3943 - 2018
- [c2]Ivan P. Yamshchikov, Sharwin Rezagholi:
Elephants, Donkeys, and Colonel Blotto. COMPLEXIS 2018: 113-119 - [c1]Alexey Tikhonov, Ivan P. Yamshchikov:
Guess who? Multilingual Approach For The Automated Generation Of Author-Stylized Poetry. SLT 2018: 787-794
Informal and Other Publications
- 2024
- [i33]Christeena Varghese, Sergey Koshelev, Ivan P. Yamshchikov:
Neural Machine Translation for Malayalam Paraphrase Generation. CoRR abs/2401.17827 (2024) - [i32]Aleksandra Sorokovikova, Natalia Fedorova, Sharwin Rezagholi, Ivan P. Yamshchikov:
LLMs Simulate Big Five Personality Traits: Further Evidence. CoRR abs/2402.01765 (2024) - [i31]Maxim K. Surkov, Ivan P. Yamshchikov:
Vygotsky Distance: Measure for Benchmark Task Similarity. CoRR abs/2402.14890 (2024) - [i30]Aleksandra Sorokovikova, Michael Becker, Ivan P. Yamshchikov:
Echo-chambers and Idea Labs: Communication Styles on Twitter. CoRR abs/2403.19423 (2024) - [i29]Tinatin Osmonova, Alexey Tikhonov, Ivan P. Yamshchikov:
Knowledge Graph Representation for Political Information Sources. CoRR abs/2404.03437 (2024) - [i28]Pavel Chizhov, Catherine Arnett, Elizaveta Korotkova, Ivan P. Yamshchikov:
BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training. CoRR abs/2409.04599 (2024) - [i27]Alexey Tikhonov, Lisa Bylinina, Ivan P. Yamshchikov:
Individuation in Neural Models with and without Visual Grounding. CoRR abs/2409.18868 (2024) - [i26]Gleb Schmidt, Svetlana Gorovaia, Ivan P. Yamshchikov:
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin. CoRR abs/2410.09245 (2024) - [i25]Catherine Arnett, Eliot Jones, Ivan P. Yamshchikov, Pierre-Carl Langlais:
Toxicity of the Commons: Curating Open-Source Pre-Training Data. CoRR abs/2410.22587 (2024) - [i24]Dmitry Vikhorev, Daria Galimzianova, Svetlana Gorovaia, Elizaveta Zhemchuzhina, Ivan P. Yamshchikov:
CleanComedy: Creating Friendly Humor through Generative Techniques. CoRR abs/2412.09203 (2024) - 2023
- [i23]Anna Bykova, Nikolai Filippov, Ivan P. Yamshchikov:
Rehabilitating Homeless: Dataset and Key Insights. CoRR abs/2302.04455 (2023) - [i22]Alexey Tikhonov, Ivan P. Yamshchikov:
Post Turing: Mapping the landscape of LLM Evaluation. CoRR abs/2311.02049 (2023) - 2022
- [i21]Ilya S. Smirnov, Ivan P. Yamshchikov:
Moving Other Way: Exploring Word Mover Distance Extensions. CoRR abs/2202.03119 (2022) - [i20]Vladislav D. Mosin, Ivan P. Yamshchikov:
Vocabulary Transfer for Medical Texts. CoRR abs/2208.02554 (2022) - [i19]Ivan P. Yamshchikov, Alexey Tikhonov:
What is Wrong with Language Models that Can Not Tell a Story? CoRR abs/2211.05044 (2022) - [i18]Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis, Charlotte Schubert, Jürgen Jost:
BERT in Plutarch's Shadows. CoRR abs/2211.05673 (2022) - [i17]Elizaveta Zhemchuzhina, Nikolai Filippov, Ivan P. Yamshchikov:
Pragmatic Constraint on Distributional Semantics. CoRR abs/2211.11041 (2022) - 2021
- [i16]Anastasia Malysheva, Alexey Tikhonov, Ivan P. Yamshchikov:
DYPLODOC: Dynamic Plots for Document Classification. CoRR abs/2107.12226 (2021) - [i15]Shaul Solomon, Adam Cohn, Hernan Rosenblum, Chezi Hershkovitz, Ivan P. Yamshchikov:
Rethinking Crowd Sourcing for Semantic Similarity. CoRR abs/2109.11969 (2021) - [i14]Alexey Tikhonov, Ivan P. Yamshchikov:
Chekhov's Gun Recognition. CoRR abs/2109.13855 (2021) - [i13]Alexey Tikhonov, Igor Samenko, Ivan P. Yamshchikov:
StoryDB: Broad Multi-language Narrative Dataset. CoRR abs/2109.14396 (2021) - [i12]Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov:
Do Data-based Curricula Work? CoRR abs/2112.06510 (2021) - [i11]Igor Samenko, Alexey Tikhonov, Borislav Kozlovskii, Ivan P. Yamshchikov:
Fine-Tuning Transformers: Vocabulary Transfer. CoRR abs/2112.14569 (2021) - 2020
- [i10]Ivan P. Yamshchikov, Cyrille Merleau Nono Saha, Igor Samenko, Jürgen Jost:
It Means More if It Sounds Good: Yet Another Hypotheses Concerning the Evolution of Polysemous Words. CoRR abs/2003.05758 (2020) - [i9]Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolay Khlebnikov, Alexey Tikhonov:
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric. CoRR abs/2004.05001 (2020) - [i8]Igor Samenko, Alexey Tikhonov, Ivan P. Yamshchikov:
Synonyms and Antonyms: Embedded Conflict. CoRR abs/2004.12835 (2020) - [i7]Alexey Tikhonov, Ivan P. Yamshchikov:
Drum Beats and Where To Find Them: Sampling Drum Patterns from a Latent Space. CoRR abs/2007.06284 (2020) - [i6]Yana Agafonova, Alexey Tikhonov, Ivan P. Yamshchikov:
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity. CoRR abs/2007.06290 (2020) - 2019
- [i5]Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev, Aigul Nugmanova, Ivan P. Yamshchikov:
Style Transfer for Texts: to Err is Human, but Error Margins Matter. CoRR abs/1908.06809 (2019) - [i4]Ivan P. Yamshchikov, Viacheslav Shibaev, Aleksander Nagaev, Jürgen Jost, Alexey Tikhonov:
Decomposing Textual Information For Style Transfer. CoRR abs/1909.12928 (2019) - 2018
- [i3]Alexey Tikhonov, Ivan P. Yamshchikov:
Guess who? Multilingual approach for the automated generation of author-stylized poetry. CoRR abs/1807.07147 (2018) - [i2]Alexey Tikhonov, Ivan P. Yamshchikov:
What is wrong with style transfer for texts? CoRR abs/1808.04365 (2018) - 2017
- [i1]Alexey Tikhonov, Ivan P. Yamshchikov:
Music generation with variational recurrent autoencoder supported by history. CoRR abs/1705.05458 (2017)
Coauthor Index
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