Zobrazeno 1 - 10
of 17 603
pro vyhledávání: '"A. Oussama"'
Autor:
Heo, Juyeon, Heinze-Deml, Christina, Elachqar, Oussama, Ren, Shirley, Nallasamy, Udhay, Miller, Andy, Chan, Kwan Ho Ryan, Narain, Jaya
Instruction-following is crucial for building AI agents with large language models (LLMs), as these models must adhere strictly to user-provided constraints and guidelines. However, LLMs often fail to follow even simple and clear instructions. To imp
Externí odkaz:
http://arxiv.org/abs/2410.14516
Autor:
Benechehab, Abdelhakim, Hili, Youssef Attia El, Odonnat, Ambroise, Zekri, Oussama, Thomas, Albert, Paolo, Giuseppe, Filippone, Maurizio, Redko, Ievgen, Kégl, Balázs
The emerging zero-shot capabilities of Large Language Models (LLMs) have led to their applications in areas extending well beyond natural language processing tasks. In reinforcement learning, while LLMs have been extensively used in text-based enviro
Externí odkaz:
http://arxiv.org/abs/2410.11711
Autor:
Kim, Youngmin, Assali, Simone, Ge, Junyu, Koelling, Sebastian, Luo, Manlin, Luo, Lu, Joo, Hyo-Jun, Tan, James, Shi, Xuncheng, Ikonic, Zoran, Li, Hong, Moutanabbir, Oussama, Nam, Donguk
Semiconductor nanowires have shown great potential for enabling ultra-compact lasers for integrated photonics platforms. Despite the impressive progress in developing nanowire lasers, their integration into Si photonics platforms remains challenging
Externí odkaz:
http://arxiv.org/abs/2410.08580
Autor:
Zekri, Oussama, Odonnat, Ambroise, Benechehab, Abdelhakim, Bleistein, Linus, Boullé, Nicolas, Redko, Ievgen
Large language models (LLMs) have proven to be remarkably efficient, both across a wide range of natural language processing tasks and well beyond them. However, a comprehensive theoretical analysis of the origins of their impressive performance rema
Externí odkaz:
http://arxiv.org/abs/2410.02724
We explore a scaled spectral preconditioner for the efficient solution of sequences of symmetric and positive-definite linear systems. We design the scaled preconditioner not only as an approximation of the inverse of the linear system but also with
Externí odkaz:
http://arxiv.org/abs/2410.02204
The numerical cost of variational methods suggests using perturbative approaches to determine the electronic structure of molecular systems. In this work, a sequential construction of effective Hamiltonians drives the definition of approximate model
Externí odkaz:
http://arxiv.org/abs/2408.16505
Robustness, the ability of a system to maintain performance under significant and unanticipated environmental changes, is a critical property for robotic systems. While biological systems naturally exhibit robustness, there is no comprehensive unders
Externí odkaz:
http://arxiv.org/abs/2408.10192
Large-language models are notoriously famous for their impressive performance across a wide range of tasks. One surprising example of such impressive performance is a recently identified capacity of LLMs to understand the governing principles of dyna
Externí odkaz:
http://arxiv.org/abs/2408.01736
Autor:
Abidi, Oussama
In an increasingly dynamic and modern market, the recurrence of unexpected events necessitates proactive responses from information system (IS) stakeholders. Each IS actor strives to legitimize its actions and communicate its strategy. This study del
Externí odkaz:
http://arxiv.org/abs/2407.17509
Nowadays, topic classification from tweets attracts considerable research attention. Different classification systems have been suggested thanks to these research efforts. Nevertheless, they face major challenges owing to low performance metrics due
Externí odkaz:
http://arxiv.org/abs/2407.03253