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pro vyhledávání: '"Nikishina IS"'
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation
Current research on RAGs is distributed across various disciplines, and since the technology is evolving very quickly, its unit of analysis is mostly on technological innovations, rather than applications in business contexts. Thus, in this research,
Externí odkaz:
http://arxiv.org/abs/2408.02854
Autor:
Moskvoretskii, Viktor, Tupitsa, Nazarii, Biemann, Chris, Horváth, Samuel, Gorbunov, Eduard, Nikishina, Irina
We present a new approach based on the Personalized Federated Learning algorithm MeritFed that can be applied to Natural Language Tasks with heterogeneous data. We evaluate it on the Low-Resource Machine Translation task, using the dataset from the L
Externí odkaz:
http://arxiv.org/abs/2406.12564
Autor:
Moskvoretskii, Viktor, Neminova, Ekaterina, Lobanova, Alina, Panchenko, Alexander, Nikishina, Irina
In this paper, we explore the capabilities of LLMs in capturing lexical-semantic knowledge from WordNet on the example of the LLaMA-2-7b model and test it on multiple lexical semantic tasks. As the outcome of our experiments, we present TaxoLLaMA, th
Externí odkaz:
http://arxiv.org/abs/2403.09207
Autor:
Salnikov, Mikhail, Le, Hai, Rajput, Prateek, Nikishina, Irina, Braslavski, Pavel, Malykh, Valentin, Panchenko, Alexander
Recently, it has been shown that the incorporation of structured knowledge into Large Language Models significantly improves the results for a variety of NLP tasks. In this paper, we propose a method for exploring pre-trained Text-to-Text Language Mo
Externí odkaz:
http://arxiv.org/abs/2310.02166
Autor:
Daria I. Simonova, Vera B. Nikishina
Publikováno v:
СибСкрипт, Vol 26, Iss 5, Pp 672-684 (2024)
Standard tools of attention diagnosis have seen only a few attempts of modernization. A theoretical and methodological analysis revealed data contradictions both in assignment and criteria. Digital versions of cognitive diagnostic material could be m
Externí odkaz:
https://doaj.org/article/282007070a5540cd9ba4f2b8e7111cab
Publikováno v:
Российский офтальмологический журнал, Vol 17, Iss 3, Pp 35-40 (2024)
Ocular allergies are a group of diseases that affect the surface of the eye and are usually accompanied by type 1 hypersensitivity reactions. Purpose: to evaluate the clinical manifestations of allergic conjunctivitis and compare the effectiveness an
Externí odkaz:
https://doaj.org/article/5f670a5d38554d11840efa9aa4e6b159
Publikováno v:
Научно-практическая ревматология, Vol 62, Iss 4, Pp 369-376 (2024)
Osteoporosis (OP) is a disease characterized by a decrease in bone strength, leading to an increased risk of fractures. Bone fragility in children may be due to genetic disorders, chronic underlying conditions or taking medications that negatively af
Externí odkaz:
https://doaj.org/article/26bac7f82ef44a638a2fac5af3e3c59c
Publikováno v:
Вестник Московского университета. Серия 14: Психология, Vol 47, Iss 3, Pp 11-32 (2024)
Background. Outpatient observation, general principles in the treatment of chronic tonsillitis do not lead to a decrease in the incidence of this pathology as well as of other diseases of related nosologies. It is necessary to study the quality of li
Externí odkaz:
https://doaj.org/article/c705bc7a964c4476ad879eaee05786e7
Publikováno v:
Вестник Московского университета. Серия 14: Психология, Vol 47, Iss 3, Pp 85-104 (2024)
Background. The study relevance is due to a decrease in publication activity in relation to the object of research in the last 10 years (according to the professional information database LENS.ORG) by 12% compared to the previous decade, while social
Externí odkaz:
https://doaj.org/article/b2dd0826aad946ef875d1b6dea6daf73
Publikováno v:
Современная ревматология, Vol 18, Iss 4, Pp 93-98 (2024)
Therapy of systemic lupus erythematosus (SLE) remains a difficult task. Long-term use of glucocorticoids (GC) and cytostatic drugs significantly improves the prognosis of life, but at the same time contributes to the accumulation of irreversible dama
Externí odkaz:
https://doaj.org/article/14452f86e18f4de3b438137096ae6954