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of 8 171
pro vyhledávání: '"sun, bin"'
Direction reasoning is essential for intelligent systems to understand the real world. While existing work focuses primarily on spatial reasoning, compass direction reasoning remains underexplored. To address this, we propose the Compass Direction Re
Externí odkaz:
http://arxiv.org/abs/2412.16599
Autor:
Petrosyan, Nansen, Sun, Bin
We initiate the study of the $L^2$-Betti numbers of group-theoretic Dehn fillings. For a broad class of virtually special groups $G$, we prove that the $L^2$-Betti numbers of sufficiently deep Dehn fillings $\overline{G}$ are equal to those of $G$. A
Externí odkaz:
http://arxiv.org/abs/2412.16090
We investigate the dynamics of a relativistic spin-1/2 particle governed by a one-dimensional time-periodic kicking Dirac equation. We observe distinct oscillatory behavior in the momentum space and quantum tunneling in the vicinity of zero momentum,
Externí odkaz:
http://arxiv.org/abs/2411.10953
We thoroughly investigate the Faraday magneto-optical effects in a helically wound nonlinear optical fiber. We find the emergence of an additional rotation angle proportional to the optical intensity, arised from the nonlinear corrections to both the
Externí odkaz:
http://arxiv.org/abs/2407.09805
Most of the existing methods for video understanding primarily focus on videos only lasting tens of seconds, with limited exploration of techniques for handling long videos. The increased number of frames in long videos poses two main challenges: dif
Externí odkaz:
http://arxiv.org/abs/2406.12846
Stochastic sampling strategies such as top-k and top-p have been widely used in dialogue generation task. However, as an open-domain chatting system, there will be two different conversation scenarios, i.e. chit-chat and knowledge-based question answ
Externí odkaz:
http://arxiv.org/abs/2406.07850
For a class of wreath-like product groups with property (T), we describe explicitly all the embeddings between their von Neumann algebras. This allows us to provide a continuum of ICC groups with property (T) whose von Neumann algebras are pairwise n
Externí odkaz:
http://arxiv.org/abs/2402.19461
Knowledge-based visual question answering (VQA) requires world knowledge beyond the image for accurate answer. Recently, instead of extra knowledge bases, a large language model (LLM) like GPT-3 is activated as an implicit knowledge engine to jointly
Externí odkaz:
http://arxiv.org/abs/2402.02503
Autor:
Li, Yiwei, Yuan, Peiwen, Feng, Shaoxiong, Pan, Boyuan, Wang, Xinglin, Sun, Bin, Wang, Heda, Li, Kan
Self-consistency (SC) has been a widely used decoding strategy for chain-of-thought reasoning. Despite bringing significant performance improvements across a variety of multi-step reasoning tasks, it is a high-cost method that requires multiple sampl
Externí odkaz:
http://arxiv.org/abs/2401.10480
Autor:
Li, Yiwei, Yuan, Peiwen, Feng, Shaoxiong, Pan, Boyuan, Sun, Bin, Wang, Xinglin, Wang, Heda, Li, Kan
Large Language Models (LLMs) have performed well on various reasoning tasks, but their inaccessibility and numerous parameters hinder wide application in practice. One promising way is distilling the reasoning ability from LLMs to small models by the
Externí odkaz:
http://arxiv.org/abs/2312.12832