On Designing Effective RL Reward at Training Time for LLM Reasoning

Autor: Gao, Jiaxuan, Xu, Shusheng, Ye, Wenjie, Liu, Weilin, He, Chuyi, Fu, Wei, Mei, Zhiyu, Wang, Guangju, Wu, Yi

Reward models have been increasingly critical for improving the reasoning capability of LLMs. Existing research has shown that a well-trained reward model can substantially improve model performances at inference time via search. However, the potenti

Externí odkaz: http://arxiv.org/abs/2410.15115

Age-related Defects in Ocular and Nasal Mucosal Immune System and the Immunopathology of Dry Eye Disease

Autor: Anshu Agrawal, Jeremiah P. Tao, Anthony B. Nesburn, Lbachir BenMohamed, Marjan Farid, He Chuyi, Daniel Fremgen

Publikováno v: Farid, Marjan; Agrawal, Anshu; Fremgen, Daniel; Tao, Jeremiah; Chuyi, He; Nesburn, Anthony B; et al.(2014). Age-related Defects in Ocular and Nasal Mucosal Immune System and the Immunopathology of Dry Eye Disease. Ocular Immunology and Inflammation, 1-21. doi: 10.3109/09273948.2014.986581. UC Irvine: Institute for Clinical and Translational Science. Retrieved from: http://www.escholarship.org/uc/item/2h20c8t3

Dry eye disease (DED) is a prevalent public health concern that affects up to 30% of adults and is particularly chronic and severe in the elderly. Two interconnected mechanisms cause DED: (1) an age-related dysfunction of lacrimal and meibomian gland

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4c3fda65ae0dd6bf966773addc3b18f8
http://www.escholarship.org/uc/item/2h20c8t3