LSTM: Pytorch implementation
This paper discusses the implementation of Pytorch for LSTM network, and also discusses the code organization and architecture design of Pytorch library.
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Tag: nlp
A hyperparameter optimization technology -Hyperopt
January 3, 2024
by Alexandra Owens
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The author | GUESTBLOG compile | source of vitamin k | AnalyticsVidhya introduced in machine learning project, you need to follow a series of steps,...
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Rasa chatbot framework development and use
January 3, 2024
by Tracy Cooper
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Rasa is an open source machine learning framework for building contextual AI assistants and chatbots. Rasa NLU: For understanding user messages, including intent recognition and...
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How to do emotional analysis
January 2, 2024
by Toby Chambers-Elliott
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With the popularization of the Internet, more and more users have been used to Posting comments on the Internet. These comments express the emotional leanings...
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How to make use of snowball, Weibo and other platforms of stock trading big V, to create a money-making machine
January 2, 2024
by Lavanya Khosla
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Having previously dealt with sentiment analysis of user reviews and studied a bit of quantitative investment, I recently came up with an investment strategy. Although...
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Comparison of self-supervised contrast loss and supervised contrast loss
January 1, 2024
by Annette Knight
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The author | SamratSaha compile | source of vitamin k | TowardsDatasScienceSupervisedContrastiveLearning in supervised learning, this paper cross entropy loss and supervised contrast between loss...
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Text classification algorithm based on CNN
January 1, 2024
by Kaitlyn Chandler-Monk
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CNN is a Convolutional Neural network, which is usually used in the field of images. This paper introduces a paper entitled Convolutional Neural Networks for...
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Python natural language processing requires only five lines of code
January 1, 2024
by Harriet Simpson-Cox
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Artificial intelligence is a popular application of Python, and natural language processing is a major direction of artificial intelligence. Natural Language Processing (NLP) is used...
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NLP: SnownLP (Chinese Text Analysis Extension Pack)
December 31, 2023
by Matthew Skinner
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The basic functions of the SnownLP Chinese text analysis extension are similar to those of the Textblob extension
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Sentence – BERT explanation
December 31, 2023
by 馬雅惠
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Note that BERT and RoBERTa have achieved the results of SOTA on the regression task of sentence pairs such as Semantic Similarity. However, they both...
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Data visualization practical tutorial
December 31, 2023
by Andrew Wheeler
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The author | SonerY ı ld ı r ı m compile | source of vitamin k | TowardsDataScience exploratory data analysis (EDA) is a data...
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NLP: Jieba Chinese word segmentation
December 31, 2023
by Prisha Kapadia
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1/ Preface 2/jieba expansion pack 3/jieba.cut() function and jieba.cut_for_search() function 4/ Full mode && exact mode 5/ search engine mode 6/HMM model 7/ Traditional Chinese...
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Basic concepts of Object-oriented programming in Python
December 31, 2023
by Cole Salas
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Author | HIMANSHISINGH compile | source of vitamin k | AnalyticsVidhya introduced in learning object-oriented programming, I decided to further study of its history, found...
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Natural language processing in browsers
December 31, 2023
by Lisa Davis
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It is already possible to build a chatbot for a website without relying on third-party services such as Dialogflow or Watson, and without a server....
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Scheduling of Java threads
December 31, 2023
by Seher Bhandari
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Thread scheduling general refers to a system for the thread processor access process, this process will produce a context switch, the operating system's CPU utilization...
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Short text matching tool -ESIM
December 30, 2023
by Tiya Wali
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Don't know what happened this year, the essays in this match to the problem of data mining competition emerge in endlessly, since will Question Pairs...
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Three Python tips for reading, creating, and running multiple files
December 30, 2023
by 鄧美琪
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Author | KhuyenTran compile | source of vitamin k | TowardsDataScience motivation will be put into production code, you probably need to deal with the...
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NLP: Thulac Chinese participle
December 30, 2023
by Divit Rattan
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THULAC: Lexical Analyzer for Chinese is a set of Chinese Lexical analysis toolkit developed by natural Language Processing and Social Humanities Computing Laboratory of Tsinghua...
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NLP: TextBlob (English Text Analysis Extension Package)
December 30, 2023
by Toby Peters-Newman
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Textblob, an Extension for English text analysis, has many features such as word segmentation, sentiment analysis, part of speech analysis, word segmentation, and spelling correction
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Google announces: BERT is open source for the best NLP pre-training model in the world!
December 29, 2023
by Todd Payne
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Standalone TensorFlow code with a simple API and no dependencies. Links to bert-Base and Bert-Large pre-trained versions of the paper. MultiNLI and SQuAD V1.1 results...
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Easy to understand Transformer(part 2)
December 28, 2023
by 賴俊賢
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This paper introduces the principle of multi-head self-attention and multi-head Attention, as well as the principle of Encoder and Decoder in Transformer.
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RoBERTa and ALBERT
December 28, 2023
by Jeffery Chavez
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This article introduces RoBERTa and ALBERT. RoBERTa trained BERT in larger data sets and optimal parameters to improve performance; ALBERT compresses Bert mainly through shared...
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Write code that works on both PyTorch and Tensorflow
December 28, 2023
by Michele Bennett
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Author | RamSagar compile | source of vitamin k | AnalyticsInDiamag from tubingen in Germany the center of the artificial intelligence researchers have introduced a...
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Python wordcloud wordcloud 15 minutes to get started and advanced
December 28, 2023
by Brendon Higgins
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Python word cloud is a very useful and powerful class library. Personally, blogger recommended github:https://github.com/amueller/word_cloud official address: https://amueller.github.f = open (u 'TXT/AliceEN. TXT', '...
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CRF principle and code are easy to understand
December 27, 2023
by Gerard Sharp
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CRF simply refers to a model of whether the adjacent variables in the probability graph meet the feature function. For example, the example below is...
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R language for Twitter data visualization
December 27, 2023
by 康中山
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The author | AudhiAprilliant compile | source of vitamin k | TowardsDatasScience overview for this project, we May 28 in 2019-29 to use Twitter raw...
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ELECTRA: better generation discriminant model than BERT
December 27, 2023
by 王雅涵
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ELECTRA proposes a new pre-training method called RTD. The training process is similar to GAN, using generators to replace words in sentences, and then a...
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Text worker Gospel: four lines of code to achieve translation, support 50 languages, open source code, with performance measurement
December 27, 2023
by John Davis
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Recently (yesterday, to be exact) someone released a Python library that uses deep learning to translate text. It's very easy to call. Based on Facebook...
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Python generates the final version of the word cloud for any Chinese text
December 27, 2023
by 羅雅萍
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Using the following code, you can generate a word cloud from any Chinese text, which is composed of jieba and NLPIR2016. The word generation is...
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NLP minimalist guide to help you pass the interview and step into the door of NLP
December 27, 2023
by Jocelyn Morris
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The era of weak artificial intelligence has arrived, and People's Daily life is inseparable from the services provided by algorithms. For example, information apps are...
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