Zobrazeno 1 - 10
of 878
pro vyhledávání: '"Belyi, P. A."'
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
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
Retriever Augmented Generation (RAG) systems have become pivotal in enhancing the capabilities of language models by incorporating external knowledge retrieval mechanisms. However, a significant challenge in deploying these systems in industry applic
Externí odkaz:
http://arxiv.org/abs/2406.00975
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
Euclidean outer billiard on a regular polygon (that is not a triangle, square or a hexagon) has aperiodic points, i.e., points where all iterates of the outer billiard map are defined and yield pairwise distinct images. This result answers a question
Externí odkaz:
http://arxiv.org/abs/2311.09643
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
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
Given a symmetric operator $\dot A$ with deficiency indices $(1,1)$ and its self-adjoint extension $A$ in a Hilbert space $\mathcal{H}$, we construct a (unique) L-system with the main operator in $\mathcal{H}$ such that its impedance mapping coincide
Externí odkaz:
http://arxiv.org/abs/2306.06828
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