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 public account “ML_NLP” Set as “Starred”, heavy content delivered first! Author & Code: Harbin Institute of Technology SCIR Shi Jihao 1. Introduction 1.1 Article Organization This article briefly introduces the basic principles of CNN and uses the sentence-level sentiment classification task as an example to introduce the use of CNN methods for feature … Read more
Improved LSTM-Based Stock Prediction Method Authors: Fang Hong¹ Han Xingyu² Xu Tao³ (1. Shanghai Second Polytechnic University, School of Humanities and Sciences 2. University College London, Department of Computer Science) Source: Journal of Anhui University (Natural Science Edition) 2019.43(6):36-42 Abstract In response to the common lag issue of Long Short-Term Memory (LSTM) networks in stock … Read more
2021 Issue 4 Public Sentiment Analysis of Meteorological Disasters Based on LSTM-BLS Jia Luo1 Lehao Wang2 Shanshan Tu1 Ge Song1 Ying Han2 1Hubei Provincial Public Meteorological Service Center, Wuhan, 430074 2Nanjing University of Information Science and Technology, School of Automation, Nanjing, 210044 Abstract:In recent years, Long Short-Term Memory (LSTM) networks have shown certain advantages in … Read more
First, I recommend a Jupyter environment, which is provided by Google called colab (https://colab.research.google.com/), where you can use free GPUs. The first time you use it, you need to download the relevant Python libraries in the experimental environment. !pip install torch!pip install torchtext!python -m spacy download en Our preliminary idea is to first input a … Read more
Follow the public account “ML_NLP” Set as “Starred”, heavy content delivered at the first time! Author: Tian Yu Su Zhihu: https://zhuanlan.zhihu.com/p/37978321 Editor: Wang Meng, City University of Macau (Deep Learning Go Go Go public account) This article is for academic sharing only. If there is any infringement, please contact the backend to delete the article. … Read more
Author: Victor Zhou Translator: Wang Yutong Proofreader: Wu Jindi This article is about 3800 words, recommended reading time is 15 minutes. This article will introduce the basics of Recurrent Neural Networks (Vanilla RNNs), how they work, and how to implement them in Python. Recurrent Neural Networks (RNNs) are a type of neural network specifically designed … Read more
“Your Majesty! I have been learning natural language processing recently, but I feel that my development efficiency is quite low. I heard that Cursor is a great tool. Can you give me some pointers?” The concubine hurriedly came to seek advice. “Haha, my dear concubine, you came at the right time. Cursor is indeed a … Read more
Hello everyone! Today we will explore the charm of Java in the field of Natural Language Processing (NLP). NLP is one of the most fascinating branches of artificial intelligence, allowing computers to understand, analyze, and generate human language. Let’s unveil the mystery of Java NLP together! ## What is Natural Language Processing? Natural Language Processing … Read more
Produced by Big Data Digest Source:GitHub Compiled by:LYLM, Wang Zhuanzhuan, Li Lei, Qian Tianpei In recent years, the development of machine learning language processing models has progressed rapidly, moving beyond the experimental stage and into application in some advanced electronic products. For example, Google recently announced that the BERT model has become the main driving … Read more