Popular Science Article The Past and Present of Machine Translation From the Tower of Babel to Esperanto, and now to machine translation, humanity has been trying to eliminate the barriers of language communication. The Tower of Babel fell short, Esperanto failed, where will machine translation go? Let us first review the development history of machine … Read more
This article is sourced from: New Intelligence Yuan Reprinted from: Machine Translation Observation On May 30, the 4th session of the Zhiyuan Forum, hosted by the Beijing Zhiyuan Artificial Intelligence Research Institute, titled “Knowledge and Cognitive Graphs,” was successfully held at Tsinghua University. Liu Yang, a tenured associate professor in the Department of Computer Science … Read more
Expert Introduction Feng Zhiwei, researcher at the Language Application Research Institute of the Ministry of Education, doctoral supervisor, member of the academic committee, computational linguist, specializes in interdisciplinary research in linguistics and computer science. Currently, he is a part-time professor at Peking University, Zhejiang University, and Dalian Maritime University, and a Tianshan Scholar at Xinjiang … Read more
Click the blue text to follow us To achieve the basic correctness of transformation in language level is the goal of machine translation in the short term. The linguistic interpreting of neural machine translation system, the full utilization of corpus implicit knowledge and external knowledge, and machine translation learning methods are the urgent problems to … Read more
Follow the official account “ML_NLP“ Set as “Starred” to receive heavy content as soon as possible! Author: Nie Runze, Harbin Institute of Technology, SCIR 1. Abstract Current neural machine translation systems have achieved good results, and Transformer-based translation models have shown advanced performance in various translation tasks. However, how to use document-level context to handle … 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
This article is authored by Mr. Scofield, originally published on the author’s personal blog. Lei Feng Network has obtained authorization for reprint. 0. Introduction Some time ago, while combining deep learning with NLP, I kept pondering some questions, one of which is the core question: how exactly does deep networks solve various NLP tasks so … Read more
This article is reprinted from: Language Monitoring and Intelligent Learning Written by / Sun Maosong The importance of human language (i.e., natural language) cannot be overstated. Edward O. Wilson, the father of sociobiology, once said, “Language is the greatest evolutionary achievement after eukaryotic cells.” James Gleick, the author of the popular science bestseller “The Information: … Read more
Click the above “Beginner Learning Vision” to select “Star” or “Pin” Heavyweight content delivered first time This article is reprinted from | Machine Learning Beginner Introduction: Recently, the autonomous driving project requires learning some content about semantic segmentation, so I reviewed some papers and videos and made a simple summary. The note structure is: Machine … Read more
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