Zobrazeno 1 - 10
of 2 336
pro vyhledávání: '"Vig, A. P."'
Large Language Models (LLMs) excel in diverse applications including generation of code snippets, but often struggle with generating code for complex Machine Learning (ML) tasks. Although existing LLM single-agent based systems give varying performan
Externí odkaz:
http://arxiv.org/abs/2411.07464
Large Language Models (LLMs) often exhibit positional bias in long-context settings, under-attending to information in the middle of inputs. We investigate the presence of this bias in long-form summarization, its impact on faithfulness, and various
Externí odkaz:
http://arxiv.org/abs/2410.23609
Session-based recommendation (SR) models aim to recommend top-K items to a user, based on the user's behaviour during the current session. Several SR models are proposed in the literature, however,concerns have been raised about their susceptibility
Externí odkaz:
http://arxiv.org/abs/2410.21892
Symplectic billiards were introduced by Albers and Tabachnikov as billiards in strictly convex bounded domains of the plane with smooth boundary having a specific law of reflection. This paper proves a rigidity result for symplectic billiards which i
Externí odkaz:
http://arxiv.org/abs/2410.13777
Autor:
Koval, Illya, Vig, Amir
This paper shows that the wave trace of a bounded and strictly convex planar domain may be arbitrarily smooth in a neighborhood of some point in the length spectrum. In other words, the Poisson relation, which asserts that the singular support of the
Externí odkaz:
http://arxiv.org/abs/2408.09238
LLMs are increasingly being deployed for multilingual applications and have demonstrated impressive translation capabilities between several low and high-resource languages. An aspect of translation that often gets overlooked is that of cultural adap
Externí odkaz:
http://arxiv.org/abs/2406.14504
Low radio frequency spectral index measurements are a powerful tool to distinguish between different emission mechanisms and, in turn, to understand the nature of the sources. Besides the standard method of estimating the ``broadband" spectral index
Externí odkaz:
http://arxiv.org/abs/2405.18978
Robotic Process Automation (RPA) systems face challenges in handling complex processes and diverse screen layouts that require advanced human-like decision-making capabilities. These systems typically rely on pixel-level encoding through drag-and-dro
Externí odkaz:
http://arxiv.org/abs/2405.12842
Creative story illustration requires a consistent interplay of multiple characters or objects. However, conventional text-to-image models face significant challenges while producing images featuring multiple personalized subjects. For example, they d
Externí odkaz:
http://arxiv.org/abs/2405.12742
Textual image generation spans diverse fields like advertising, education, product packaging, social media, information visualization, and branding. Despite recent strides in language-guided image synthesis using diffusion models, current models exce
Externí odkaz:
http://arxiv.org/abs/2405.12531