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of 32 471
pro vyhledávání: '"Park, Jong-In"'
Stochastic resetting has recently emerged as an efficient target-searching strategy in various physical and biological systems. The efficiency of this strategy depends on the type of environmental noise, whether it is thermal or telegraphic (active).
Externí odkaz:
http://arxiv.org/abs/2407.03762
Publikováno v:
KnowledgeNLP@ACL 2024
Recent advancements in Large Language Models (LLMs) have significantly improved their performance across various Natural Language Processing (NLP) tasks. However, LLMs still struggle with generating non-factual responses due to limitations in their p
Externí odkaz:
http://arxiv.org/abs/2407.03627
Sign language, essential for the deaf and hard-of-hearing, presents unique challenges in translation and production due to its multimodal nature and the inherent ambiguity in mapping sign language motion to spoken language words. Previous methods oft
Externí odkaz:
http://arxiv.org/abs/2407.02854
As a fundamental thermodynamic principle, speed limits reveal the lower bound of entropy production (EP) required for a system to transition from a given initial state to a final state. While various speed limits have been developed for continuous-ti
Externí odkaz:
http://arxiv.org/abs/2406.17966
Information retrieval models that aim to search for the documents relevant to the given query have shown many successes, which have been applied to diverse tasks. However, the query provided by the user is oftentimes very short, which challenges the
Externí odkaz:
http://arxiv.org/abs/2406.16013
Autor:
Park, Jong Yoon, Kim, June Young
We report on investigations of mode coupling between rotating spokes during the onset of the breathing oscillation. Demonstrating the existence of nonlinear coupling between the sporadic spokes and the breathing oscillation, we suggest the oscillatin
Externí odkaz:
http://arxiv.org/abs/2406.13134
Recent language models have shown remarkable performance on natural language understanding (NLU) tasks. However, they are often sub-optimal when faced with ambiguous samples that can be interpreted in multiple ways, over-confidently predicting a sing
Externí odkaz:
http://arxiv.org/abs/2406.09719
Autor:
Park, Jong-Ik, Joe-Wong, Carlee
Traditional federated learning (FL) methods have limited support for clients with varying computational and communication abilities, leading to inefficiencies and potential inaccuracies in model training. This limitation hinders the widespread adopti
Externí odkaz:
http://arxiv.org/abs/2406.09877
Autor:
Park, Jong Hoon, Chen, Lawrence, Higgins, Ian, Zheng, Zhaobo, Mehrotra, Shashank, Salubre, Kevin, Mousaei, Mohammadreza, Willits, Steven, Levedahl, Blain, Buker, Timothy, Xing, Eliot, Misu, Teruhisa, Scherer, Sebastian, Oh, Jean
Vertical take-off and landing (VTOL) aircraft do not require a prolonged runway, thus allowing them to land almost anywhere. In recent years, their flexibility has made them popular in development, research, and operation. When compared to traditiona
Externí odkaz:
http://arxiv.org/abs/2406.06448
Social bias is shaped by the accumulation of social perceptions towards targets across various demographic identities. To fully understand such social bias in large language models (LLMs), it is essential to consider the composite of social perceptio
Externí odkaz:
http://arxiv.org/abs/2406.04064