Zobrazeno 1 - 10
of 9 899
pro vyhledávání: '"Yang, Yan P."'
The widespread applications of large language models (LLMs) have brought about concerns regarding their potential misuse. Although aligned with human preference data before release, LLMs remain vulnerable to various malicious attacks. In this paper,
Externí odkaz:
http://arxiv.org/abs/2407.01902
Publikováno v:
Adv. Quantum Tech. vol 7, 202400118(2024)
Thermodynamics as a fundamental branch of physics examines the relationships between heat, work, and energy. The maximum energy extraction can be characterized by using the passive states that has no extracted energy under any cyclic unitary process.
Externí odkaz:
http://arxiv.org/abs/2406.14584
Publikováno v:
Phys. Rev. A 109, 062427 (2024)
The presence of quantum multipartite entanglement implies the existence of a thermodynamic quantity known as the ergotropic gap, which is defined as the difference between the maximal global and local extractable works from the system. We establish a
Externí odkaz:
http://arxiv.org/abs/2406.13319
Dialogue state tracking (DST) is evaluated by exact matching methods, which rely on large amounts of labeled data and ignore semantic consistency, leading to over-evaluation. Currently, leveraging large language models (LLM) in evaluating natural lan
Externí odkaz:
http://arxiv.org/abs/2406.11651
Data augmentation methods have been a promising direction to improve the performance of small models for low-resource dialogue state tracking. However, traditional methods rely on pre-defined user goals and neglect the importance of data complexity i
Externí odkaz:
http://arxiv.org/abs/2406.08860
Bilevel reinforcement learning (RL), which features intertwined two-level problems, has attracted growing interest recently. The inherent non-convexity of the lower-level RL problem is, however, to be an impediment to developing bilevel optimization
Externí odkaz:
http://arxiv.org/abs/2405.19697
Autor:
Zhai, Wushuang, Yang, Yan
The mean color number of an $n$-vertex graph $G$, denoted by $\mu(G)$, is the average number of colors used in all proper $n$-colorings of $G$. For any graph $G$ and a vertex $w$ in $G$, Dong (2003) conjectured that if $H$ is a graph obtained from a
Externí odkaz:
http://arxiv.org/abs/2405.01890
The practical Domain Adaptation (DA) tasks, e.g., Partial DA (PDA), open-set DA, universal DA, and test-time adaptation, have gained increasing attention in the machine learning community. In this paper, we propose a novel approach, dubbed Adversaria
Externí odkaz:
http://arxiv.org/abs/2404.17275
Autor:
Edyvean, Jago, Parashar, Tulasi N., Simpson, Tom, Juno, James, Delzanno, Gian Luca, Guo, Fan, Koshkarov, Oleksandr, Matthaeus, William H, Shay, Michael, Yang, Yan
Understanding plasma turbulence requires a synthesis of experiments, observations, theory, and simulations. In the case of kinetic plasmas such as the solar wind, the lack of collisions renders the fluid closures such as viscosity meaningless and one
Externí odkaz:
http://arxiv.org/abs/2404.12105
Autor:
Feng, Xiang, He, Yongbo, Wang, Yubo, Yang, Yan, Li, Wen, Chen, Yifei, Kuang, Zhenzhong, ding, Jiajun, Fan, Jianping, Jun, Yu
Recently, 3D Gaussian Splatting (3DGS) has gained popularity as a novel explicit 3D representation. This approach relies on the representation power of Gaussian primitives to provide a high-quality rendering. However, primitives optimized at low reso
Externí odkaz:
http://arxiv.org/abs/2404.10318