Zobrazeno 1 - 10
of 2 011
pro vyhledávání: '"Hu Xinyu"'
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 6, Iss 2, Pp 525-534 (2021)
GPS has a sharp performance decline in terms of accuracy indoors due to the complex building structure. A combined algorithm, targeting at received signal strength indication (RSSI) calibration optimisation, depending on deep neural network training
Externí odkaz:
https://doaj.org/article/088ca2a589ba4fab99fe03a1facc2fe6
We focus on two hypergraph Ramsey problems. First, we consider the Erd\H{o}s-Hajnal function $r_k(k+1,t;n)$. In 1972, Erd\H{o}s and Hajnal conjectured that the tower growth rate of $r_k(k+1,t;n)$ is $t-1$ for each $2\le t\le k$. To finish this conjec
Externí odkaz:
http://arxiv.org/abs/2410.22019
The correlation between NLG automatic evaluation metrics and human evaluation is often regarded as a critical criterion for assessing the capability of an evaluation metric. However, different grouping methods and correlation coefficients result in v
Externí odkaz:
http://arxiv.org/abs/2410.16834
In retrieval-augmented generation systems, the integration of self-generated documents (SGDs) alongside retrieved content has emerged as a promising strategy for enhancing the performance of large language model. However, previous research primarily
Externí odkaz:
http://arxiv.org/abs/2410.13192
Retrieval-Augmented Generation (RAG) has greatly improved large language models (LLMs) by enabling them to generate accurate, contextually grounded responses through the integration of external information. However, conventional RAG approaches, which
Externí odkaz:
http://arxiv.org/abs/2409.13992
Autor:
Hu, Xinyu, Lin, Qizhong
In 1969, Erd\H{o}s and S\'{o}s initiated the study of the Ramsey-Tur\'{a}n type problems: Determine the maximum number of edges of an $n$-vertex $K_{p+1}$-free graph without large independent set. Given integers $p, q\ge2$, we say that a graph $G$ is
Externí odkaz:
http://arxiv.org/abs/2409.04042
Publikováno v:
Zhongliu Fangzhi Yanjiu, Vol 48, Iss 3, Pp 248-254 (2021)
Objective To investigate the inhibitory effect of apigenin-7-o-glucoside (AGL) on the viability of Huh7 cells and tumor growth in Huh7-xenograft tumor nude mice. Methods CCK-8 was used to detect the proliferation inhibitory effect and the half inhibi
Externí odkaz:
https://doaj.org/article/a0d6ed2bdedc4822bcbd486415ee62a3
The evaluation of natural language generation (NLG) tasks is a significant and longstanding research area. With the recent emergence of powerful large language models (LLMs), some studies have turned to LLM-based automatic evaluation methods, which d
Externí odkaz:
http://arxiv.org/abs/2406.18365
Autor:
Liang, Xiao, Hu, Xinyu, Zuo, Simiao, Gong, Yeyun, Lou, Qiang, Liu, Yi, Huang, Shao-Lun, Jiao, Jian
Large Language Models (LLMs) have shown superior performance in various applications and fields. To achieve better performance on specialized domains such as law and advertisement, LLMs are often continue pre-trained on in-domain data. However, exist
Externí odkaz:
http://arxiv.org/abs/2406.16694
Autor:
Zhang, Junzhe, Zhang, Huixuan, Yin, Xunjian, Huang, Baizhou, Zhang, Xu, Hu, Xinyu, Wan, Xiaojun
Multimodal large language models (MLLMs) are prone to non-factual or outdated knowledge issues, which can manifest as misreading and misrecognition errors due to the complexity of multimodal knowledge. Previous benchmarks have not systematically anal
Externí odkaz:
http://arxiv.org/abs/2406.13219