A Comprehensive Learning Path for NLP Algorithms

A Comprehensive Learning Path for NLP Algorithms

As 2021 is about to end, looking back at the recent autumn recruitment for algorithm positions, it can be described as going from ashes to hell on earth. The trend has shifted: those considering a career change are starting to change careers, and those switching majors are starting to switch majors. Many people want to … Read more

Understanding Natural Language Processing: NLP Insights

Understanding Natural Language Processing: NLP Insights

Follow Us丨Book Giveaway at the End As a branch of artificial intelligence and linguistics, natural language processing, simply put, is the conversion of natural language (such as English or Mandarin) into data that computers can use to understand the world (numbers). This understanding of the world is sometimes used to generate natural language text that … Read more

Future Research Directions of NLP in Marketing

Article Title: Natural Language Processing in Marketing Authors: Jochen Hartmann, Oded Netzer Published Journal: Artificial Intelligence in Marketing Review of Marketing Research Article Summary: Introduce the applications of natural language processing (NLP) in marketing, review traditional NLP methods, look ahead to the future applications of embedding-based methods, pre-trained language models and transfer learning in marketing, … Read more

Fourteen Psychological Laws of NLP

Fourteen Psychological Laws of NLP

The sun rises in the east and sets in the west, the earth follows its orbit, tides rise and fall, the moon waxes and wanes, and the seasons change. Everything follows a pattern. In fact, there are many patterns in the human mind, yet few people understand them. Today, I will introduce the psychological laws … Read more

Understanding Key Points for Learning Natural Language Processing (NLP)

Understanding Key Points for Learning Natural Language Processing (NLP)

Madio.net Mathematics China /// Editor: Mathematics China Qianxia This article is authored by Mr. Scofield and was originally published on the author’s personal blog. Lei Feng Network has obtained copyright for reprinting. 0. Preface Some time ago, while combining deep learning with NLP, I kept pondering some questions, one of which is the most critical: … Read more

No Manual Annotation Needed! LLM-Enhanced Text Embedding Learning: Easily Supporting 100 Languages and Adapting to Hundreds of Thousands of Downstream Tasks

No Manual Annotation Needed! LLM-Enhanced Text Embedding Learning: Easily Supporting 100 Languages and Adapting to Hundreds of Thousands of Downstream Tasks

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, reaching an audience of NLP graduate students, professors, and researchers in enterprises. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. … Read more

Recommendations for Data Risk Management in Banking Using NLP Technology

Recommendations for Data Risk Management in Banking Using NLP Technology

By / Yuling Yu, People’s Bank of China, Liaoning Branch Hao Zhang, Gao Dengk, People’s Bank of China, Fushun Branch Since the release of the AI chatbot ChatGPT in November 2022, it has rapidly gained popularity due to its outstanding language processing capabilities. This model can be widely integrated with various fields, and its development … Read more

Systematic Study of NLP Practitioners

Systematic Study of NLP Practitioners

Neuro Linguistic Programming Neuro Linguistic Programming NLP starts from decoding the language and thinking patterns of successful individuals, discovering the underlying rules of human thought, emotion, and behavior, and summarizing them into a set of imitable processes. A fitting definition was provided by the Colorado government: NLP is a detailed and actionable model of human … Read more

General Processing Flow of Natural Language Processing (NLP)

General Processing Flow of Natural Language Processing (NLP)

Follow the WeChat public account “ML_NLP“ Set as “Starred“, delivering heavy content at the first time! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/79041829 Author | mantch Editor | Machine Learning Algorithms and Natural Language Processing WeChat public account This article is for academic sharing only. If there is any infringement, please contact the backend for deletion. … Read more

Introduction to Natural Language Processing (NLP)

Introduction to Natural Language Processing (NLP)

Recently, I encountered a Kaggle NLP competition (see my previous article for details), so I decided to organize some related content on NLP. This article mainly introduces three questions: What is NLP? What can it be used for? How is it implemented? What Is NLP? NLP stands for Natural Language Processing, which is a field … Read more