Zobrazeno 1 - 10
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pro vyhledávání: '"shen, Ming"'
Autor:
Xu, Zhikun, Shen, Ming, Dineen, Jacob, Li, Zhaonan, Ye, Xiao, Lu, Shijie, RRV, Aswin, Baral, Chitta, Zhou, Ben
We introduce thoughts of words (ToW), a novel training-time data-augmentation method for next-word prediction. ToW views next-word prediction as a core reasoning task and injects fine-grained thoughts explaining what the next word should be and how i
Externí odkaz:
http://arxiv.org/abs/2410.16235
Autor:
Shen, Ming
Although supervised finetuning (SFT) has emerged as an essential technique to align large language models with humans, it is considered superficial, with style learning being its nature. At the same time, recent works indicate the importance of data
Externí odkaz:
http://arxiv.org/abs/2402.06094
We consider logistic regression including two sets of discrete or categorical covariates that are missing at random (MAR) separately or simultaneously. We examine the asymptotic properties of two multiple imputation (MI) estimators, given in the stud
Externí odkaz:
http://arxiv.org/abs/2312.10958
Autor:
Luo, Man, Kumbhar, Shrinidhi, shen, Ming, Parmar, Mihir, Varshney, Neeraj, Banerjee, Pratyay, Aditya, Somak, Baral, Chitta
Logical reasoning is fundamental for humans yet presents a substantial challenge in the domain of Artificial Intelligence. Initially, researchers used Knowledge Representation and Reasoning (KR) systems that did not scale and required non-trivial man
Externí odkaz:
http://arxiv.org/abs/2310.00836
Autor:
Wei, Zhaohui, Zhou, Zhao, Wang, Peng, Ren, Jian, Yin, Yingzeng, Pedersen, Gert Frølund, Shen, Ming
Deep learning-assisted antenna design methods such as surrogate models have gained significant popularity in recent years due to their potential to greatly increase design efficiencies by replacing the time-consuming full-wave electromagnetic (EM) si
Externí odkaz:
http://arxiv.org/abs/2306.15530
We propose to use a liquid time constant (LTC) network to predict the future blockage status of a millimeter wave (mmWave) link using only the received signal power as the input to the system. The LTC network is based on an ordinary differential equa
Externí odkaz:
http://arxiv.org/abs/2306.04997
Autor:
Nielsen, Martin H., Zhang, Yufeng, Xue, Changbin, Ren, Jian, Yin, Yingzeng, Shen, Ming, Pedersen, Gert F.
Publikováno v:
in IEEE Transactions on Antennas and Propagation, vol. 70, no. 7, pp. 5044-5053, July 2022
One key communication block in 5G and 6G radios is the active phased array (APA). To ensure reliable operation, efficient and timely fault diagnosis of APAs on-site is crucial. To date, fault diagnosis has relied on measurement of frequency domain ra
Externí odkaz:
http://arxiv.org/abs/2306.04360
Autor:
Shen, Ming, Ma, Jie, Wang, Shuai, Vyas, Yogarshi, Dixit, Kalpit, Ballesteros, Miguel, Benajiba, Yassine
Opinion summarization provides an important solution for summarizing opinions expressed among a large number of reviews. However, generating aspect-specific and general summaries is challenging due to the lack of annotated data. In this work, we prop
Externí odkaz:
http://arxiv.org/abs/2303.11660