Summary of Masking Methods in NLP Pre-Training

Summary of Masking Methods in NLP Pre-Training

MLNLP(Machine Learning Algorithms and Natural Language Processing) community is one of the largest natural language processing communities in China and abroad, gathering over 500,000 subscribers, with audiences including NLP master’s and doctoral students, university teachers, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of … Read more

Exclusive Guide To Getting Started With Natural Language Processing (NLP)

Exclusive Guide To Getting Started With Natural Language Processing (NLP)

Acknowledgments Dr. Zhong Chongguang participated in proofreading the article titled “Step-by-Step Improvement of Kaggle Competition Model Accuracy, Taking the Claims of American Good Hands Insurance Company as an Example” published by DataPi THU on June 5 and THU DataPi on June 8, and provided many constructive suggestions. The DataPi translation team sincerely thanks Dr. Zhong! … Read more

The Challenges of Natural Language Understanding

The Challenges of Natural Language Understanding

This article was originally published on Zhihu by zibuyu9 (Associate Professor Liu Zhiyuan, Tsinghua University). Click to read the original article with the Zhihu link. If you follow natural language processing (NLP) technology on Weibo and Zhihu, you should be familiar with the hashtags #NLP is too difficult# and #Natural Language Understanding is too difficult#. … Read more

12 Presumptive Assumptions of NLP to Break Down Mental Barriers

12 Presumptive Assumptions of NLP to Break Down Mental Barriers

An idea, if you take it as “true”, will have an effect on you. Accordingly, NLP proposes the following important 12 presumptive assumptions to break down the walls in your thinking. 1. No Two People Are Alike The differences between people create a rich and colorful world. Accepting the differences of others will lead them … Read more

Develop NLP Models in 3 Minutes with Just 3 Lines of Code

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | New … Read more

FoolNLTK — A Simple and Easy-to-Use Chinese NLP Toolkit

FoolNLTK — The author claims it is “possibly not the fastest open-source Chinese word segmentation, but very likely the most accurate open-source Chinese word segmentation.” This open-source toolkit is trained based on the BiLSTM model, with functions including word segmentation, part-of-speech tagging, and entity recognition. It also supports user-defined dictionaries, allows training of custom models, … Read more

Google Introduces Flan-T5: A Model for All NLP Tasks

Google Introduces Flan-T5: A Model for All NLP Tasks

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and researchers in enterprises.The vision of the community is to promote communication and progress between academia, industry, and enthusiasts in natural language processing and machine learning, especially for beginners. Reprinted from | NewBeeNLP … Read more

Research on Building Archive Knowledge Graph Based on Deep Learning

Research on Building Archive Knowledge Graph Based on Deep Learning

With the development of society, the pace of life is constantly accelerating. How to help users quickly find valuable information in the vast sea of archives is an urgent problem that archive managers need to solve. A Knowledge Graph is a semantic network knowledge base, represented as a graphical network containing various structured knowledge that … Read more

Exclusive | 2024 AI Learning Roadmap (With Links)

Exclusive | 2024 AI Learning Roadmap (With Links)

Author: Benedict Neo February 9, 2024 Translator: Chen Zhiyan, Pan Lanyu Proofreader: Pan Lanyu This article is about 8000 words long and is recommended to read in 15 minutes. This article provides free courses for hackers and programmers to learn artificial intelligence. If you find this article helpful, please follow me on Twitter and LinkedIn! … Read more