Information Extraction

Natural Language Processing: An Overview of Progress and Trends

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Natural Language Processing: An Overview of Progress and Trends

This article is reprinted from: TJUNLP Xiong Deyi Professor and PhD supervisor at the Natural Language Processing Laboratory of the School of Intelligence and Computing, Tianjin University; Director of the Chinese Chinese Information Society.Research Areas:Machine Translation Dialogue, Natural Language Generation, Machine Reading Comprehension and Question Answering, Information Extraction and Knowledge Graph. Natural Language Processing (NLP) … Read more

Introduction to Practical Applications of Natural Language Processing (NLP)

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Preface:The previous article summarized some basic knowledge of natural language processing, and next we will organize a simple introduction to some practical applications of NLP, including information extraction, automatic summarization, question answering systems, etc. The focus of this article is on the question answering system. Similar to the previous article, the content of this article … Read more

Hands-On Experience: Building a Q&A System Based on Knowledge Graphs from Scratch

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Hands-On Experience: Building a Q&A System Based on Knowledge Graphs from Scratch

A knowledge graph is a large and complex project that involves knowledge from various disciplines such as knowledge engineering, natural language processing, databases, and machine learning. It is applied in various industries including social networks, human resources and recruitment, finance, insurance, retail, advertising, logistics, telecommunications, IT, and manufacturing, among others. Compared to traditional data storage … Read more

General Processing Workflow of Natural Language Processing (NLP)

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General Processing Workflow of Natural Language Processing (NLP)

Follow the public account “ML_NLP“ Set as “Starred“, heavy content delivered immediately! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/79041829 Author | mantch Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article is for academic sharing only. If there is any infringement, please contact us to delete it. 1. What is NLP Natural … Read more