Zobrazeno 1 - 10
of 23
pro vyhledávání: '"Ivan P. Yamshchikov"'
Autor:
Vladyslav Koltun, Ivan P. Yamshchikov
Publikováno v:
Risks, Vol 11, Iss 9, p 159 (2023)
This study demonstrates the significant impact of market sentiment, derived from social media, on the daily price prediction of cryptocurrencies in both bull and bear markets. Through the analysis of approximately 567 thousand tweets related to twelv
Externí odkaz:
https://doaj.org/article/4d9d0241b1d9483d9bc57d451380493e
Publikováno v:
Entropy, Vol 25, Iss 2, p 322 (2023)
A growing number of papers on style transfer for texts rely on information decomposition. The performance of the resulting systems is usually assessed empirically in terms of the output quality or requires laborious experiments. This paper suggests a
Externí odkaz:
https://doaj.org/article/eed2a95ecdcf4b418db2d98b08bce175
Publikováno v:
Future Internet, Vol 12, Iss 11, p 182 (2020)
This paper revisits the receptive theory in the context of computational creativity. It presents a case study of a Paranoid Transformer—a fully autonomous text generation engine with raw output that could be read as the narrative of a mad digital p
Externí odkaz:
https://doaj.org/article/7e709ef8b3d44cc1b48c0279d659806f
Publikováno v:
Artificial Intelligence. 317:103860
Transformers are responsible for the vast majority of recent advances in natural language processing. The majority of practical natural language processing applications of these models are typically enabled through transfer learning. This paper studi
Publikováno v:
Communications in Computer and Information Science ISBN: 9783031233715
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8db5307b65e0b993f0e89060ee1803e9
https://doi.org/10.1007/978-3-031-23372-2_7
https://doi.org/10.1007/978-3-031-23372-2_7
This paper shows that modern word embeddings contain information that distinguishes synonyms and antonyms despite small cosine similarities between corresponding vectors. This information is implicitly encoded in the geometry of the embeddings and co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::53e2f9f051bafb4cf1c5dd4cb425ddb7
https://doi.org/10.3233/faia210282
https://doi.org/10.3233/faia210282
Narrative generation and analysis are still on the fringe of modern natural language processing yet are crucial in a variety of applications. This paper proposes a feature extraction method for plot dynamics. We present a dataset that consists of the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e57718499a6570accbcef61ba0c795eb
https://doi.org/10.3233/faia210283
https://doi.org/10.3233/faia210283
Autor:
Alexey Tikhonov, Ivan P. Yamshchikov
Publikováno v:
Advances in Science, Technology and Engineering Systems Journal. 4:115-125
Autor:
Ivan P. Yamshchikov, Alexey Tikhonov
Publikováno v:
COMPLEXIS
This paper addresses the issue of long-scale correlations that is characteristic for symbolic music and is a challenge for modern generative algorithms. It suggests a very simple workaround for this challenge, namely, generation of a drum pattern tha
Publikováno v:
COMPLEXIS
Proceedings of the 5th International Conference on Complexity, Future Information Systems and Risk
Proceedings of the 5th International Conference on Complexity, Future Information Systems and Risk