This article was first published on WeChat public account “Intelligent Cube“ Author Introduction: Liu Zhiyuan, Assistant Researcher at Tsinghua University, Senior Member of the China Computer Federation. He obtained his PhD from Tsinghua University in 2011 and won the Excellent Doctoral Dissertation Award from the Chinese Association for Artificial Intelligence. His main research areas are … Read more
Due to historical reasons, the characteristics of medical information systems vary among different vendors, and patient information is stored in different internal systems. To use data scattered across various systems, effective governance of the data is required to extract and combine data for the same patient and the same visit into a comprehensive view of … Read more
Recently, I have received many letters from readers, most of whom are just starting to explore the fields of knowledge graphs and natural language processing, and the unfamiliarity brings some insecurity, leaving them feeling a bit lost. Therefore, taking this opportunity, this article discusses the topic of “How to Get Started with Knowledge Graphs and … Read more
Author丨Tian Yu Su Zhihu Column丨Machine Learning Link丨https://zhuanlan.zhihu.com/p/27296712 Introduction The second practical code is updated. The previous column introduced the Skip-Gram model in Word2Vec. If you have read it, you can directly start implementing your own Word2Vec model using TensorFlow. This article will use TensorFlow to complete the Skip-Gram model. If you are not familiar with … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, 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 both domestically and internationally, especially for … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers from enterprises. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning at home and abroad, especially … Read more
Follow the official account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Introduction With the rapid development of social networks, the ways people express themselves on platforms have become increasingly rich, such as expressing emotions and opinions through images, text, and videos. Analyzing the emotions in multimodal data (this article refers to sound, images, and … Read more
Follow the WeChat public account “ML_NLP“ Set it as “Starred“, delivering heavy content at the first time! Reprinted from | NLP from Beginner to Abandon Written by | Sanhe Factory Girl Edited by | zenRRan The first exposure to multimodal was a Douyin recommendation project, which involved some videos, titles, user likes, collections, etc., to … Read more
Click on the "Xiao Bai Learns Vision" above, select to add a "star" or "top". Important content delivered to you first. Guide to Extreme City This article reviews four papers on achieving multi-task unification in data or model structure, introducing the research direction of incorporating multiple types of data in the optimization of multimodal models. … Read more
It has been a whole year since the emergence of ChatGPT, GPT-4, and other innovations that sparked a new wave of transformation in artificial intelligence. During this year, numerous companies both domestically and internationally have entered the “arena” of large models, accelerating the iteration and leap of large model technologies. The unprecedented capability of large … Read more