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pro vyhledávání: '"Li, Yuqing"'
In this paper, we advance the understanding of neural network training dynamics by examining the intricate interplay of various factors introduced by weight parameters in the initialization process. Motivated by the foundational work of Luo et al. (J
Externí odkaz:
http://arxiv.org/abs/2404.04859
Autor:
Li, Binbin, Li, Yuqing, Jia, Siyu, Ma, Bingnan, Ding, Yu, Qi, Zisen, Tan, Xingbang, Guo, Menghan, Liu, Shenghui
Conversational Aspect-Based Sentiment Analysis (DiaASQ) aims to detect quadruples \{target, aspect, opinion, sentiment polarity\} from given dialogues. In DiaASQ, elements constituting these quadruples are not necessarily confined to individual sente
Externí odkaz:
http://arxiv.org/abs/2403.10065
While quantum computing has strong potential in data-driven fields, the privacy issue of sensitive or valuable information involved in the quantum algorithm should be considered. Differential privacy (DP), which is a fundamental privacy tool widely u
Externí odkaz:
http://arxiv.org/abs/2403.09173
Autor:
Wei, Yuting, Xu, Yuanxing, Wei, Xinru, Yang, Simin, Zhu, Yangfu, Li, Yuqing, Liu, Di, Wu, Bin
Given the importance of ancient Chinese in capturing the essence of rich historical and cultural heritage, the rapid advancements in Large Language Models (LLMs) necessitate benchmarks that can effectively evaluate their understanding of ancient cont
Externí odkaz:
http://arxiv.org/abs/2403.06574
Quantum computing has been widely applied in various fields, such as quantum physics simulations, quantum machine learning, and big data analysis. However, in the domains of data-driven paradigm, how to ensure the privacy of the database is becoming
Externí odkaz:
http://arxiv.org/abs/2312.08210
Dynamic Multi-Scale Context Aggregation for Conversational Aspect-Based Sentiment Quadruple Analysis
Conversational aspect-based sentiment quadruple analysis (DiaASQ) aims to extract the quadruple of target-aspect-opinion-sentiment within a dialogue. In DiaASQ, a quadruple's elements often cross multiple utterances. This situation complicates the ex
Externí odkaz:
http://arxiv.org/abs/2309.15476
Publikováno v:
口腔疾病防治, Vol 32, Iss 8, Pp 632-639 (2024)
Enterococcus faecalis is the main pathogen causing refractory apical periodontitis (RAP). This bacterium can tolerate harsh environments and trigger periapical immune inflammatory responses that result in persistent infection inside and outside the r
Externí odkaz:
https://doaj.org/article/d51f28e5856f40759cc2864d1052c28b
Dropout is a widely utilized regularization technique in the training of neural networks, nevertheless, its underlying mechanism and its impact on achieving good generalization abilities remain poorly understood. In this work, we derive the stochasti
Externí odkaz:
http://arxiv.org/abs/2305.15850
Previous research has shown that fully-connected networks with small initialization and gradient-based training methods exhibit a phenomenon known as condensation during training. This phenomenon refers to the input weights of hidden neurons condensi
Externí odkaz:
http://arxiv.org/abs/2305.09947