NLP Sentiment Analysis (III) — Update
You will learn how to improve the optimization model, covering how to use compressed fill sequences, load and use pre-trained word vectors, use different optimizers,...
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Tag: nlp
NLP Sentiment Analysis (II) — Baseline
January 5, 2024
by Ishaan Atwal
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In this section, we will use PyTorch and TorchText to construct a simple machine learning model to predict the emotion of a sentence (i.e. whether...
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NLP: spacy
January 5, 2024
by Amber Maldonado
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Spacy is the world's fastest industrial-grade natural language processing tool. Supports a variety of natural language processing basic functions. IO/Spacy's main functions include word segmentation,...
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Loading custom image datasets for deep learning models: Part 1
January 5, 2024
by Mr. Denis Woodward
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Author | RenuKhandelwal compile | source of vitamin k | TowardsDataScience in this article, you will learn how to load the custom data and create...
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Word Embedding
January 5, 2024
by Chelsea Heath
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Do you know Item2Vec, Graph Embedding, Node2vec? This article addresses these issues and shows the application of relevant algorithms on Spark
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Natural language processing beginners hit the road
January 5, 2024
by Shannon Ibarra
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Natural Language Processing (NLP) is an interdisciplinary subject that integrates computer science, artificial intelligence and linguistics. The relationship between them is shown in Figure 1-1....
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Natural Language Processing (NLP) — Introduction
January 5, 2024
by Keith Fletcher
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NLP Natural Language Processing (NLP) is an artificial intelligence specialized in analyzing human Language. Is in the machine language and human language communication bridge, in...
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Word vector model — Glove
January 5, 2024
by Rebecca Short
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Common word embedding algorithms include the method based on matrix decomposition and the method based on shallow window. Glove combines the advantages of these two...
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Human-machine dialogue system and natural language processing
January 5, 2024
by Krish Bora
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One or two years ago, I focused on natural language processing and human-machine dialogue system due to my work needs. This paper will list their...
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Dynamic word vector algorithm — ELMo
January 5, 2024
by Mrs. Ashley Johnson
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In the traditional word vector model, the learned word vector is fixed, that is, there is only one word vector for a word. The ELMo...
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NLP Sentiment Analysis (I) — Environment configuration
January 5, 2024
by Vanya Ramanathan
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This article mainly for "NLP sentiment analysis" environment configuration, using software and version: Pytorch1.8, torchtext0.9 and Python3.7
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NLP meets Mid-Autumn Festival
January 4, 2024
by Umang Dar
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Use NLP related technology to play the Mid-Autumn Festival, the first use of Word2Vec to achieve the Mid-Autumn festival common image of the similar word...
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Combine essays to bring you an easy understanding of Dropout
January 4, 2024
by Ross Brown-Anderson
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Based on the original author's paper, this paper explains the definition of Dropout and the way of practical operation, and finally gives three explanations to...
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Understanding gradient descent
January 4, 2024
by Jacob Dean Jr.
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The author | PHANI8 compile | source of vitamin k | AnalyticsVidhya is introduced in this article, we will learn what true gradient descent, why...
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Python Machine learning Algorithms: Linear regression
January 4, 2024
by Kaitlyn Chandler-Monk
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The author | VagifAliyev compile | source of vitamin k | TowardsDataScience linear regression may be one of the most common algorithm, linear regression is...
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Transformer-XL language model
January 4, 2024
by Steven Smith
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Transformer's ability to learn long distance dependency information still has some limitations, and Transformer-XL is a language model that improves Transformer's ability to learn long...
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Pandas’ data filtering
January 4, 2024
by Caitlin Taylor DDS
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The author | AmandaIglesiasMoreno compile | source of vitamin k | TowardsDatasScience filter data from the data frame is clear when data is one of...
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Introduction to deep learning? Here are five things you should know
January 4, 2024
by Parinaaz Sheth
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The author | PURVAHUILGOL compile | Flin source | analyticsvidhya deep learning to start your career life? Deep learning is a complex and daunting field...
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Insight — The Application of Style Attention Network (SANet) in arbitrary style transfer
January 4, 2024
by Akarsh Ahluwalia
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Author | dhwanimehta compile | | Flin source medium stylized image is research a kind of image processing technology in recent decades, the purpose of...
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Learning Knowledge Graph Embedding Based Question Answering code notes
January 4, 2024
by Kiaan Dhawan
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Recently, I was arranged by my tutor to learn the paper [Knowledge Graph Embedding Based Question Answering], which focuses on the application of Knowledge Graph...
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BERT Fine- Guide to Tuning (with PyTorch)
January 4, 2024
by Daniel Walters
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2018 was a breakthrough year for NLP. The models of transfer learning, especially Allen AI's ELMO, OpenAI's Open-GPT, and Google's BERT, allowed researchers to refresh...
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Interpret the black box ML model using LIME
January 4, 2024
by Madison Johnson
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Author | TravisTang (VoonHao) compilation | source of vitamin k | TowardsDataScience at this point, anyone think that potential in the field of machine learning...
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Transformer model details
January 4, 2024
by 張詩涵
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Transformer is a self-attention model proposed by Google's team in 2017, and the popular Bert is also based on Transformer.
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More than 50 object detection datasets from different industry domains
January 3, 2024
by Kaitlin Gutierrez
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Author | AbhishekAnnamraju compile | | Flin source medium is a rapid development of computer vision field, every day there are a large number of...
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The illustration Attention
January 3, 2024
by Dale Bishop
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Seq2seq is a deep learning model, which has been successful in many tasks, such as machine translation, text summarization, image and image captioning. Google Translate...
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TPU based FastAI multi-class image classification in PyTorch
January 3, 2024
by Sherry Mullins
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Because of its wide application, computer vision has become one of the most developing sub-fields in the field of artificial intelligence. In some areas, they...
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A beginner’s tutorial using TensorFlow and Keras
January 3, 2024
by Riley Cochran
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The author | AngelDas compile | source of vitamin k | TowardsDatasScience introduce artificial neural networks (ANNs) is the advanced version of machine learning technology,...
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Facial recognition: Attack types and anti-spoofing techniques
January 3, 2024
by Claudia Vasquez
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Author | TrungAnhDang compile | | Flin source towardsdatascience thanks to the rapid development of computer science and electronic technology, nowadays, in terms of market...
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Time series prediction using deep learning
January 3, 2024
by Mrs. Donna Naylor
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The author | ChristophePere compile | source of vitamin k | TowardsDatasScience is introduced for a long time, I heard that time series problems can...
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Develop and deploy image classifier applications using Fastai
January 3, 2024
by Miss Anne Moore
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Compile the author | [email protected] | | Flin source analyticsvidhya Fastai is a popular open source library, used to learn and practice the machine learning...
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