Zobrazeno 1 - 10
of 2 118
pro vyhledávání: '"A. A. Belyi"'
Autor:
Qian, Kun, Sang, Yisi, Bayat, Farima Fatahi, Belyi, Anton, Chu, Xianqi, Govind, Yash, Khorshidi, Samira, Khot, Rahul, Luna, Katherine, Nikfarjam, Azadeh, Qi, Xiaoguang, Wu, Fei, Zhang, Xianhan, Li, Yunyao
Prompt engineering is an iterative procedure often requiring extensive manual effort to formulate suitable instructions for effectively directing large language models (LLMs) in specific tasks. Incorporating few-shot examples is a vital and effective
Externí odkaz:
http://arxiv.org/abs/2408.04637
Autor:
Hamann, Hendrik F., Brunschwiler, Thomas, Gjorgiev, Blazhe, Martins, Leonardo S. A., Puech, Alban, Varbella, Anna, Weiss, Jonas, Bernabe-Moreno, Juan, Massé, Alexandre Blondin, Choi, Seong, Foster, Ian, Hodge, Bri-Mathias, Jain, Rishabh, Kim, Kibaek, Mai, Vincent, Mirallès, François, De Montigny, Martin, Ramos-Leaños, Octavio, Suprême, Hussein, Xie, Le, Youssef, El-Nasser S., Zinflou, Arnaud, Belyi, Alexander J., Bessa, Ricardo J., Bhattarai, Bishnu Prasad, Schmude, Johannes, Sobolevsky, Stanislav
Foundation models (FMs) currently dominate news headlines. They employ advanced deep learning architectures to extract structural information autonomously from vast datasets through self-supervision. The resulting rich representations of complex syst
Externí odkaz:
http://arxiv.org/abs/2407.09434
Retrieval-Augmented Generation (RAG) has become a standard architectural pattern for incorporating domain-specific knowledge into user-facing chat applications powered by Large Language Models (LLMs). RAG systems are characterized by (1) a document r
Externí odkaz:
http://arxiv.org/abs/2407.11005
Autor:
McKinzie, Brandon, Gan, Zhe, Fauconnier, Jean-Philippe, Dodge, Sam, Zhang, Bowen, Dufter, Philipp, Shah, Dhruti, Du, Xianzhi, Peng, Futang, Weers, Floris, Belyi, Anton, Zhang, Haotian, Singh, Karanjeet, Kang, Doug, Jain, Ankur, Hè, Hongyu, Schwarzer, Max, Gunter, Tom, Kong, Xiang, Zhang, Aonan, Wang, Jianyu, Wang, Chong, Du, Nan, Lei, Tao, Wiseman, Sam, Yin, Guoli, Lee, Mark, Wang, Zirui, Pang, Ruoming, Grasch, Peter, Toshev, Alexander, Yang, Yinfei
In this work, we discuss building performant Multimodal Large Language Models (MLLMs). In particular, we study the importance of various architecture components and data choices. Through careful and comprehensive ablations of the image encoder, the v
Externí odkaz:
http://arxiv.org/abs/2403.09611
Autor:
Qian, Kun, Belyi, Anton, Wu, Fei, Khorshidi, Samira, Nikfarjam, Azadeh, Khot, Rahul, Sang, Yisi, Luna, Katherine, Chu, Xianqi, Choi, Eric, Govind, Yash, Seivwright, Chloe, Sun, Yiwen, Fakhry, Ahmed, Rekatsinas, Theo, Ilyas, Ihab, Qi, Xiaoguang, Li, Yunyao
The quality of a knowledge graph directly impacts the quality of downstream applications (e.g. the number of answerable questions using the graph). One ongoing challenge when building a knowledge graph is to ensure completeness and freshness of the g
Externí odkaz:
http://arxiv.org/abs/2312.09424
Autor:
Bayat, Farima Fatahi, Qian, Kun, Han, Benjamin, Sang, Yisi, Belyi, Anton, Khorshidi, Samira, Wu, Fei, Ilyas, Ihab F., Li, Yunyao
Detecting factual errors in textual information, whether generated by large language models (LLM) or curated by humans, is crucial for making informed decisions. LLMs' inability to attribute their claims to external knowledge and their tendency to ha
Externí odkaz:
http://arxiv.org/abs/2310.17119
Publikováno v:
Вавиловский журнал генетики и селекции, Vol 20, Iss 4, Pp 426-440 (2016)
Lifespan is a complex quantitative characteristic that makes a significant contribution to the Darwinian adaptiveness. The disclosure of the genetic structure of longevity is a fundamental problem of the evolution of ontogeny, evolutionary genetics a
Externí odkaz:
https://doaj.org/article/181b85a945e14d74abdeed6d6bc33b63
Towards Urban Accessibility: Modeling Trip Distribution to Assess the Provision of Social Facilities
Autor:
Margarita Mishina, Sergey Mityagin, Alexander Belyi, Alexander Khrulkov, Stanislav Sobolevsky
Publikováno v:
Smart Cities, Vol 7, Iss 5, Pp 2741-2762 (2024)
Assessing the accessibility and provision of social facilities in urban areas presents a significant challenge, particularly when direct data on facility utilization are unavailable or incomplete. To address this challenge, our study investigates the
Externí odkaz:
https://doaj.org/article/f4698a2e56794b4998d3bf3fdf4f7351
Autor:
Anton I. Maliavin, Lev E. Belyi
Publikováno v:
Клинический разбор в общей медицине, Vol 5, Iss 6, Pp 69-75 (2024)
Prophylactic administration of antibiotics for urinary tract infections should be the last resort after all other preventive measures have been exhausted. This is due to the resistance of microbial flora to antibiotics, a lot of side effects of antib
Externí odkaz:
https://doaj.org/article/2b92cb93867346d29f25de2ac6b2518a
Publikováno v:
Клинический разбор в общей медицине, Vol 5, Iss 6, Pp 63-68 (2024)
Background. Over the past decade, percutaneous nephrolithotripsy (PNL) has become one of the most popular treatments for urolithiasis. The reason is the high efficiency of the method in combination with a low incidence of complications and a shorter
Externí odkaz:
https://doaj.org/article/41fb3935151244fb9a4fd87cc6b96157