Zobrazeno 1 - 10
of 11 172
pro vyhledávání: '"Geva, A."'
We evaluate how well Large Language Models (LLMs) latently recall and compose facts to answer multi-hop queries like "In the year Scarlett Johansson was born, the Summer Olympics were hosted in the country of". One major challenge in evaluating this
Externí odkaz:
http://arxiv.org/abs/2411.16679
Quantum computing offers promising new avenues for tackling the long-standing challenge of simulating the quantum dynamics of complex chemical systems, particularly open quantum systems coupled to external baths. However, simulating such non-unitary
Externí odkaz:
http://arxiv.org/abs/2411.12049
Autor:
Levy, Amit Arnold, Geva, Mor
Large language models (LLMs) frequently make errors when handling even simple numerical problems, such as comparing two small numbers. A natural hypothesis is that these errors stem from how LLMs represent numbers, and specifically, whether their rep
Externí odkaz:
http://arxiv.org/abs/2410.11781
Continuous prompts, or "soft prompts", are a widely-adopted parameter-efficient tuning strategy for large language models, but are often less favorable due to their opaque nature. Prior attempts to interpret continuous prompts relied on projecting in
Externí odkaz:
http://arxiv.org/abs/2410.11660
Vision-Language Models (VLMs) are powerful tools for processing and understanding text and images. We study the processing of visual tokens in the language model component of LLaVA, a prominent VLM. Our approach focuses on analyzing the localization
Externí odkaz:
http://arxiv.org/abs/2410.07149
Autor:
de Albornoz, Alejandro Cros Carrillo, Cortiñas, Rodrigo G., Schäfer, Max, Frattini, Nicholas E., Allen, Brandon, Cabral, Delmar G. A., Videla, Pablo E., Khazaei, Pouya, Geva, Eitan, Batista, Victor S., Devoret, Michel H.
Dissipative tunneling remains a cornerstone effect in quantum mechanics. In chemistry, it plays a crucial role in governing the rates of chemical reactions, often modeled as the motion along the reaction coordinate from one potential well to another.
Externí odkaz:
http://arxiv.org/abs/2409.13113
Autor:
Cabral, Delmar G. A., Khazaei, Pouya, Allen, Brandon C., Videla, Pablo E., Schäfer, Max, Cortiñas, Rodrigo G., de Albornoz, Alejandro Cros Carrillo, Chávez-Carlos, Jorge, Santos, Lea F., Geva, Eitan, Batista, Victor S.
Chemical reactions are commonly described by the reactive flux transferring population from reactants to products across a double-well free energy barrier. Dynamics often involves barrier recrossing and quantum effects like tunneling, zero-point ener
Externí odkaz:
http://arxiv.org/abs/2409.13114
The interconnection of lasers is pivotal across various research domains, from generating high-power lasers to studying out-of-equilibrium coupled systems. This paper explores our investigation into Hermitian coupling between lasers in an array, with
Externí odkaz:
http://arxiv.org/abs/2408.13865
Autor:
Jacovi, Alon, Ambar, Moran, Ben-David, Eyal, Shaham, Uri, Feder, Amir, Geva, Mor, Marcus, Dror, Caciularu, Avi
There is a growing line of research on verifying the correctness of language models' outputs. At the same time, LMs are being used to tackle complex queries that require reasoning. We introduce CoverBench, a challenging benchmark focused on verifying
Externí odkaz:
http://arxiv.org/abs/2408.03325
Large language models based on the transformer architectures can solve highly complex tasks. But are there simple tasks that such models cannot solve? Here we focus on very simple counting tasks, that involve counting how many times a token in the vo
Externí odkaz:
http://arxiv.org/abs/2407.15160