增加类簇级对比的SCCL 文本深度聚类方法研究

李婕, 张智雄, 王宇飞 - 数据分析与知识发现, 2023 - manu44.magtech.com.cn
[目的] 改进SCCL 模型在文本深度聚类任务上的效果, 提出一种新的基于SCCL 的文本深度聚类
模型ISCCL.[方法] ISCCL 模型基于句向量预训练语言模型对输入文本进行数据增强和编码获取…

基于多特征融合的中文文本分类研究*

王艳, 王胡燕, 余本功 - 数据分析与知识发现, 2021 - manu44.magtech.com.cn
… multi-feature semantic representation. Third, we introduced the new multi-semantic
characteristics into the BiGRU to obtain the context semantics, which were processed with the multi-…

概念表徵及其應用

游基鑫 - 2013 - tdr.lib.ntu.edu.tw
framework to integrate many sub-systems, and this integration is still within language
understanding framework. In … work of concept/word representation in natural language processing. …

[HTML][HTML] 面向知识发现的中文电子病历标注方法研究

胡佳慧, 方安, 赵琬清, 杨晨柳… - 数据分析与知识 …, 2019 - manu44.magtech.com.cn
… Then, based on the word and phrase features of these records, we identified the medical
name entities with natural language processing and machine learning approaches. [Results] A …

面向在线社会网络的信任关系挖掘

张宇, 于彤 - 计算机科学技术学报, 2012 - jcst.ict.ac.cn
… To solve the above problems, we propose a semanticbased … techniques such as natural
language processing and opinion … Jena is an open source Java framework which provides rule…

深度学习在自然语言处理领域的研究进展.

江洋洋, 金伯, 张宝昌 - Journal of Computer Engineering & …, 2021 - search.ebscohost.com
… the field of natural language processing through a combination … in the field of natural language
processing to clarify the research… Natural language processing applications in library and …

基于信息-物理-社会-思维融合空间的物联网科学技术体系研究

HS Ning, H Liu - Science China Information Sciences, 2015 - Springer
… established science and technology framework, in which the “… formally described in the
semantic representations to address … to achieve the enhanced resource discovery and sharing in …

利用依存句法於生物醫學關係萃取之表示學習

朱瑤章 - 2020 - tdr.lib.ntu.edu.tw
… However, unlike many deep learning relationship extraction models in the past, MTB does
not use additional natural language features other than text. Hence, we believe that if the …

一种学术文献图表位置标注数据集构建方法

于丰畅, 陆伟 - 数据分析与知识发现, 2020 - manu44.magtech.com.cn
[目的] 提出用于学术文献的尺寸自适应模板匹配算法, 快速构建大规模学术文献图表位置标注数据
集.[方法] PubMed Open Access 数据集提供文献和图表的图片格式文件, 解析文献内容, 匹配…

生醫領域語意相似度測量

張文勇, 謝筱齡, 林正中 - 2008 - ir.lib.nycu.edu.tw
語意相似性度計算在信息檢索和自然語言處理領域扮演重要的角色.在本文中,我們提出了一種
基於網頁數的語意相似性度計算方法並應用到生物醫學領域.以往的研究中語意網相關的應用已經…