Differences Between Machine Translation and Human Translation

Differences Between Machine Translation and Human Translation

Editor’s Note: Today, there are actually not many people who truly understand science, and even fewer who can popularize science. Popular science is a process of communication, turning science into something visible and guiding people to live better. To successfully carry out the 2021 Science and Technology Week activities, further popularize scientific and cultural knowledge, … Read more

Neural Machine Translation Technology

Neural Machine Translation Technology

Think Tank Highlights #Global Defense Dynamics #US Military Dynamics #Russian Military Dynamics #Taiwan Affairs #Micro Store Sales #South Korea #Raytheon #Japan #Electronic Warfare #Northeast Asia Military Dynamics #Drones Neural Machine Translation Technology Author: Military Eagle Think Tank Source: Military Eagle Dynamics Neural Machine Translation (Neural Machine Translation, hereinafter referred to as “NMT”) is a self-driven … Read more

Multidimensional Examination of Machine Translation

Multidimensional Examination of Machine Translation

Machine translation originated from research in Natural Language Processing (NLP), which is an intersection of linguistics and artificial intelligence, and can be seen as the practice of empowering translation through artificial intelligence technology. Currently, large language models represented by GPT, through deep learning on massive amounts of data, have gained powerful semantic analysis capabilities, allowing … Read more

Applications of Deep Learning in Natural Language Processing

Applications of Deep Learning in Natural Language Processing

Source: “Communications of the China Computer Federation” 2015 Issue 3 “Special Topic” Authors: Liu Shujie, Dong Li, Zhang Jiajun, et al. Introduction to Deep Learning Deep learning is one of the most rapidly developing fields in machine learning in recent years. Strictly speaking, deep learning is not a completely new machine learning method, but a … Read more

Introduction to Explainable Natural Language Processing Methods

Introduction to Explainable Natural Language Processing Methods

Follow the official account “ML_NLP“ Set as “Starred“, valuable content delivered to you first! Author: Yang Chongyang, Harbin Institute of Technology SCIR 1. Introduction Traditional natural language processing methods are interpretable, including rule-based methods, decision tree models, hidden Markov models, logistic regression, etc., which are also known as white-box techniques. In recent years, deep learning … Read more

Nine Research Hotspots in Natural Language Processing

Nine Research Hotspots in Natural Language Processing

On the morning of May 23, 2020, at the “ACL-IJCAI-SIGIR Top Conference Paper Reporting Meeting (AIS 2020)” organized by the Youth Working Committee of the Chinese Chinese Information Society, and hosted by the Beijing Zhiyuan Artificial Intelligence Research Institute and Meituan-Dianping, Jia Jia, a young scientist from Zhiyuan, doctoral supervisor at the Department of Computer … Read more

Example Augmented Natural Language Processing

Example Augmented Natural Language Processing

MLNLP(Machine Learning Algorithms and Natural Language Processing) community is a well-known 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 the … Read more

Exploring Applications of AI Large Models in Natural Language Processing

Exploring Applications of AI Large Models in Natural Language Processing

Abstract: AI large models are an important research direction in the field of natural language processing and a fundamental technology in artificial intelligence, playing an increasingly prominent role in social production and life. In recent years, the application range of AI large models has been continuously expanding, and their applications in language processing have gradually … Read more

Professor Liu Ting from Harbin Institute of Technology: Knowledge Acquisition Issues in Natural Language Processing

Professor Liu Ting from Harbin Institute of Technology: Knowledge Acquisition Issues in Natural Language Processing

Click on the above “China Computer Federation” to subscribe easily! Source: “China Computer Federation Communications”, Issue 5, 2017, “Column” As artificial intelligence upgrades from perceptual intelligence to cognitive intelligence, the importance of Natural Language Processing (NLP) has become increasingly prominent. On one hand, NLP is driven by big data and deep learning, making varying degrees … Read more

Understanding Natural Language Processing: Key Tasks Explained

Understanding Natural Language Processing: Key Tasks Explained

This article is reproduced from the public account: AI Beginner’s Guide The editor says: Author Le Yuquan, a master’s student at Hunan University, focuses on machine learning and natural language processing, and has published several articles in conferences/journals such as IJCAI and TASLP. This article is a summary of the author’s learning process. Friends with … Read more