By / Tang Wei Senior Legal Advisor, Tencent Legal Platform Department Machine Translation (MachineTranslation, MT) is an interdisciplinary field that combines linguistics, computer science, and automation technology, referring to the engineering process of translating one language into another using computers, with the core being the computer processing of bilingual knowledge.From the perspective of artificial intelligence, … Read more
Introduction When it comes to Computer Aided Translation (CAT), the first thing that most people think of is Trados. Trados, translated as “塔多思” in China, is a CAT software developed by Germany’s SDL. The word Trados means:software for translating documents. Translation + Documents + Software The interface looks like this. Beginners might be intimidated by … Read more
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
0 Introduction With the vigorous development of technologies such as the Internet, big data, and artificial intelligence, the new scientific revolution poses new opportunities and challenges for current engineering education in higher education institutions[1]. In 2017, the Ministry of Education actively promoted the construction of new engineering disciplines, striving to explore a Chinese model and … Read more
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
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 Second Season of Computational Social Science Reading Club In the seventh session, we invite Dr. Jiaxin Pei from the University of Michigan, Ann Arbor, to introduce the basic process of Natural Language Processing (NLP) and focus on how to extend traditional manual coding to large-scale automated text analysis. Based on this, we will discuss … Read more
1 Let A, B, C, D represent four different Chinese words. After calculating with word2vec, we obtain the following word vectors: A=[-1,0.5,0.75] B=[1,-0.5,-0.75] C=[-0.25,-2,1] D=[-0.24,-2.1,0.99] If A represents the word “excellent” and C represents “celebrate,” what words might B and D represent respectively? Why? Reference Answer: It is relatively easy to deduce that D is … Read more
Open Source Frontline (ID: OpenSourceTop) compiled by Yuan Mei Compiled from: https://www.kdnuggets.com/2018/07/comparison-top-6-python-nlp-libraries.html Nowadays, Natural Language Processing (NLP) has become increasingly popular, especially in the context of deep learning. NLP is one of the fields of artificial intelligence that aims to understand and extract important information from text, and to further train based on text data. … Read more
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