Produced by Big Data Digest Source: medium Translated by: Lu Zhen, Xia Yahui Natural Language Processing (NLP) is a field within computer science and artificial intelligence. NLP is the communication between humans and machines, allowing machines to interpret our language and respond effectively. This field has existed since the 1950s; you may have heard of … Read more
Recommended by New Intelligence Yuan Source: Zhuangzhi (ID: Quan_Zhuanzhi) [New Intelligence Yuan Guide] In reality, natural language processing faces various types of tasks across multiple domains and languages, making it impractical to label data for each task individually. Transfer learning allows for the transfer of learned knowledge to related scenarios. This article introduces Dr. Sebastian … Read more
Reported by New Intelligence Source: Mihail Eric Editors: Yuanzi, Daming [New Intelligence Guide] Alexa AI Machine Learning Scientist reviews and summarizes the content of the ACL 2019 conference, summarizing the current trends in the NLP field from multiple aspects including reducing bias, practical applications, and model integration capabilities. This week, at ACL 2019 held in … Read more
Break System Barriers with Python and Start Your Smart Interaction Journey Hello, Python newbies and enthusiasts! Today we are going to explore Python’s amazing cross-platform features, allowing our natural language processing applications to soar freely like they have a pair of “invisible wings” on different systems like Windows, Mac, and Linux, running stably and achieving … Read more
Yunzhong from Aofeisi Quantum Bit Editor | Public Account QbitAI NLP has been very popular in recent years and is developing particularly fast. Technologies such as BERT, GPT-3, Graph Neural Networks, and Knowledge Graphs have emerged. We are in an era of information explosion, facing a flood of online resources and papers every day. Often, … Read more
Selected from arXiv Compiled by Machine Heart Contributors: Li Yazhou, Jiang Siyuan This article starts with two papers to briefly introduce the basic classifications and concepts of Natural Language Processing (NLP), and then showcases NLP in deep learning to the readers. Both papers are excellent introductory reviews, and readers who wish to delve deeper into … Read more
Introducing Huawei’s Noah’s Ark Lab Chief Scientist of Voice Semantics Liu Qun Answers our questions one by one Natural Language Processing: The Crown Jewel of AI Natural language processing is both a science and an applied technology that attempts to enable machines to simulate human language capabilities. The research subject of natural language processing is … Read more
NLTK: The Translator in the Python World Hello everyone, I am an experienced Python tutorial author. Today we are going to learn about a very powerful Python natural language processing library – NLTK. It is like an excellent translator that can help us better understand and process human language. Let’s get started! What is NLTK? … Read more
Natural Language Processing (NLP) is an interdisciplinary field of computer science and linguistics, aimed at enabling computers to understand, interpret, and generate natural language. In Python, NLP tasks can be accomplished using a series of powerful libraries and tools, such as NLTK, spaCy, and TextBlob. This article will introduce some basic NLP tasks and provide … Read more
Hello everyone! I am very glad to have the opportunity to share with you common interview questions in the field of Natural Language Processing (NLP). As an important branch of artificial intelligence, NLP has developed rapidly in recent years and has a wide range of applications in various industries. Familiarity with these interview questions can … Read more