Tag: nlp

Artificial intelligence (ai)

Gensim training model word vector preservation and invocation

January 13, 2024

by Dr. Steven James

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Gensim is an open source third-party Python toolkit for unsupervised learning of topic vector representations from raw, unstructured text to hidden layers of text. Support...

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Artificial intelligence (ai)

Machine Learning conditional Random Field (CRF)

January 13, 2024

by Dr. Nathan Matthews

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CRF is Conditional Random Fields, which is a Conditional probability distribution model of another set of output Random variables given a set of input Random...

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Artificial intelligence (ai)

Build image classification API with Tensorflow and FastAPI

January 13, 2024

by Megan Jenkins

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The author | AniketMaurya compile | source of vitamin k | TowardsDatasScience this blog source code from https://github.com/aniketmaurya/tensorflow-web-

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Artificial intelligence (ai)

Detectron2 is used for target detection in six steps

January 13, 2024

by Casey Bowater-Parkes

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The author | AakarshYelisetty compile | Flin source | towardsdatascience let's look at how to custom data sets on text recognition using FAIR (FacebookAIResearch) Dete

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Artificial intelligence (ai)

[Blockbuster] Machine reading Comprehension finally surpasses human level! Alibaba, MSRA and Tencent ranked the top two in the authoritative competition in China

January 13, 2024

by Oliver Butler

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On January 3, 2018, Microsoft Research Asia's R-NET was the first to reach 82.650 on SQuAD Machine Reading Comprehension Challenge. That means it surpassed the...

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Artificial intelligence (ai)

TPU based FastAI multi-class image classification in PyTorch

January 13, 2024

by 曾哲瑋

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Author | PRUDHVIVARMA compile | source of vitamin k | AnalyticsIndiamag computer vision because of the widely used as artificial intelligence in the field of...

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The back-end

Tensorflow Fast Food Tutorial (8) – A Brief History of Deep Learning

January 13, 2024

by 楊冠霖

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If you want to divide machine learning into schools, the initial division can be divided into "inductive learning" and "statistical learning" two categories. Inductive learning...

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Artificial intelligence (ai)

Named Entity Recognition Based on Bert (II)

January 13, 2024

by Tammy Hood

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The last article introduced the basic NER tasks, this article continues with CRF, and finally uses Bert to implement ner tasks. Let's start with two...

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Artificial intelligence (ai)

Text Mining: Step-by-step Introduction to Topic Modeling with Latent Semantic Analysis (Python)

January 13, 2024

by 周佳樺

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Have you ever been to a well-ordered library? I'm always impressed by how well the librarians manage all the books by name, content, and other...

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Artificial intelligence (ai)

Study on volume occupancy of oil storage tank based on YoloV3 satellite image

January 13, 2024

by Carol Baker

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The author | Md. Compile Mubasir | source of vitamin k | TowardsDataScience before 1957, the earth is only a natural satellite, the moon. On...

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Artificial intelligence (ai)

Mission Type dialogue Robot revealed (Part 2)

January 12, 2024

by Jorge Coffey

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In recent years, the popular research on task-based Dialogue mainly focuses on the study of end-to-end framework, which is basically similar to the traditional task-based...

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reading

10 free books to Read in machine learning and data science

January 12, 2024

by Shlok Chandra

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This summer, if you are interested, read these free books on machine learning and data science. They can give you a window into machine learning...

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Artificial intelligence (ai)

Use Numpy, open-CV to enhance grayscale image

January 12, 2024

by 文淑惠

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The author | KavyaMusty compile | Flin source | medium we often scan the paper to translate them into the image. We have a variety...

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Artificial intelligence (ai)

Use Word2vec for music?

January 12, 2024

by Rebecca Short

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Machine learning algorithms have made a big difference in the field of vision and natural language processing. But what about music? In recent years, the...

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Artificial intelligence (ai)

Test 40 questions for time series

January 12, 2024

by Nicola Brookes-Williams

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The author | SAURABHJAJU compile | Flin source | analyticsvidhya introduced time series prediction and modeling plays an important role in data analysis. Time series...

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Artificial intelligence (ai)

Fully connected neural network

January 12, 2024

by 李馨儀

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". 1. Structure of fully connected neural network 2....

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reading

19 hot application areas for Artificial intelligence (AI), how many do you know?

January 12, 2024

by Kathleen Malone

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Natural language generation is a branch of artificial intelligence that studies how data can be turned into text for use in customer service, report generation,...

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Artificial intelligence (ai)

Build an easy to use image segmentation tool by transfer learning

January 12, 2024

by Elizabeth Ford

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Tag images in Jupyternotebook, predict new images and visualize neural networks (and share them using DockerHub!). The author | JennyHuang compile | Flin source |...

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reading

Tian Qi: Challenges and recent developments in pedestrian re-identification

January 12, 2024

by Miss Natalie Tucker

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The following content is based on the actual shorthand of the lecture. Distinguished guests, teachers and students, it is a great honor to be here...

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Artificial intelligence (ai)

Machine learning 042-NLP Text topic Modeling

January 12, 2024

by Valerie James

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The process of using NLP to identify a hidden pattern in a text document can discover the hidden theme of the document for analysis. The...

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Artificial intelligence (ai)

OpenCV based on neural network preprocessing of face image quick guide

January 12, 2024

by 王宗翰

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The author | JaimeDuranx compile | Flin source | medium I am currently studying a computer vision problems involving face classification. This usually means applying...

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Artificial intelligence (ai)

Microsoft’s internal research data set is officially open to the public, covering nine fields including NLP and CV

January 12, 2024

by Megan Jenkins

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Microsoft Research has opened a new data project dedicated to fostering collaboration among the global research community. "It will be a game changer for the...

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Artificial intelligence (ai)

Recompile ElasticSearch to handle image search and text semantic matching

January 12, 2024

by Dominic Carr

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ElasticSearch7 adds Dense Vector and Sparse Vector to support image search and text semantic matching. However, in the discovery documentation (ElasticSearch version 7.5) it has...

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Artificial intelligence (ai)

Text classification using convolutional neural network based on TensorFlow

January 11, 2024

by Dr. Russell Brown

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The model deployed in this paper is similar to Kim Yoon's Convolutional Neural Networks for Sentence Classification. The models in the paper perform well on...

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Artificial intelligence (ai)

Introduction to natural language processing

January 11, 2024

by Anika Badami

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". What is NLP? NLP = NLU + NLG

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The front end

Some small applications of NodeJS in natural language processing

January 11, 2024

by 張佳穎

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When reading an article, recommend relevant articles to users based on the results of similarity calculation. This is also my first time to do back-end...

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The back-end

Easy to understand data structure and algorithm series (B-tree)

January 11, 2024

by Eshani Sule

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A new series, "Easy to Understand Data Structures and Algorithms by Looking at Pictures", is launched, mainly using pictures to describe common data structures and...

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Artificial intelligence (ai)

NLP Combat – Part of speech tagging – Viterbi algorithm

January 11, 2024

by Evan Flowers

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". The better the result of part-of-speech tagging, that...

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Artificial intelligence (ai)

Get To The Point: Summarization with Pointer-Generator Networks

January 10, 2024

by Stephen Little

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Key words: NLG, pointer-generator Networks 1 The emergence of the SEQ2SEQ model was abstractive text summar

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Artificial intelligence (ai)

Text Similarity algorithm (unsupervised algorithm)

January 10, 2024

by Michael O'Sullivan-Atkinson

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This paper mainly introduces the unsupervised algorithm of text similarity. Compared with the supervised complex model, the unsupervised model and algorithm are often used in...

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