The research and application of artificial intelligence are becoming increasingly popular, with the six hottest areas being “machine learning, autonomous driving, speech recognition, computer vision, natural language processing, and knowledge reasoning.” Natural Language Processing (NLP) is the use of computers to process, understand, and utilize human languages (such as Chinese, English, etc.). As a branch … Read more
▲Click on the top Leifeng Network to follow Since 2012, the field of Natural Language Processing (NLP) has entered the era of neural networks for 7 years. Where is the future development heading? Let’s see how Dr. Zhou Ming, the chairman of ACL 2019 and vice president of Microsoft Research Asia, interprets it~ Written by … Read more
Excerpt from towardsdatascience Author: Raimi Karim Translated by: Machine Heart Contributors: Wang Zijia, Geek AI Language modeling and text generation are currently two hot research topics in the field of natural language processing. Yet, over a century ago, scientific giants Markov and Shannon began their preliminary explorations in this area… In 1913, Russian mathematician Andrey … Read more
Big Data Digest Work Compiled by: Xiao Fan Pen, Zhou Jiayu, Da Jieqiong, Qian Tianpei Douban Water Army Detection, “Game of Thrones” Sequel, and the Ever-More Amazing Google Translate… Recently, various applications of Natural Language Processing (NLP) have been thriving. These NLP applications seem to be incredibly cool, but the principles behind them are not … Read more
Excerpt from arXiv Author: Noah A. Smith Translated by Machine Heart Contributors: Panda The basics of natural language processing involve the representation of words. Noah Smith, a professor of Computer Science and Engineering at the University of Washington, recently published an introductory paper on arXiv that explains how words are processed and represented in natural … Read more
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
Recently, in the field of Natural Language Processing (NLP), the use of pre-training methods for language models has achieved significant improvements across various NLP tasks, attracting widespread attention from various sectors. In this article, I will summarize some relevant papers I have recently read, selecting a few representative models (including ELMo [1], OpenAI GPT [2], … Read more
Author: Le Yuquan, a master’s student at Hunan University, focusing on machine learning and natural language processing, has published several articles in conferences/journals such as IJCAI and TASLP. This article is a summary of the author’s learning process. Like-minded friends are welcome to follow the author’s WeChat public account “AI Beginner” for discussions and learning … Read more
In the era of AI, semantic processing will become the core of operating systems, and all software technologies will establish their upper limits based on advancements in semantic technology. By | Gong Zhouzhou Editor | Yan Zi Typesetting Editor | Xiao Shuang Once again, GPT-4 has overshadowed all the established tech companies. In the third … Read more
Click the above to follow us! Office automation is becoming increasingly popular, and everyone wants to improve work efficiency. Python is perfect for this! Today, let’s discuss how to use Python’s Natural Language Processing (NLP) technology to solve some common office problems. Don’t worry, I’ll explain it in the simplest terms so that you can … Read more