DL-WSDM'15: Web搜索和数据挖掘的深度学习研讨会

Bin Gao, Jiang Bian
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引用次数: 1

摘要

近年来,深度学习在机器学习社区中一直是一个非常热门的话题。在图像分类和语音识别方面取得了突破性成果。最近,研究人员在使用深度学习技术的自然语言处理方面也取得了许多有希望的结果。随着机器学习技术在网络搜索和数据挖掘应用中的广泛应用,许多研究人员和实践者正在研究将最新发展的深度学习技术应用于这些应用的可能性。其中一些已经取得了非常有希望的进展,因此现在是举办研讨会讨论和分享使用深度学习技术改进Web搜索和数据挖掘任务的问题和进展的好时机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DL-WSDM'15: Workshop on Deep Learning for Web Search and Data Mining
In recent years, deep learning has been a very hot topic in the machine learning community. It has brought break-through results in image classification and speech recognition. Most recently, researchers have also got many promising results in natural language processing using deep learning techniques. As machine learning techniques are widely used in the Web search and data mining applications, many researchers and practitioners are studying the possibility of applying the recently-developed deep learning techniques into these applications. Some of them have made very promising progress, and thus it is a good time to hold a workshop to discuss and share the problems and progress in using deep learning techniques to improve Web search and data mining tasks.
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