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Natural Language Programming in the Ring Programming Language
by Mahmoud Samir Fayed
Defining Natural Languages in the Ring programming language based on Object-Oriented Programming
Introducing NLTK for Natural Language Processing with Python
by Jayson DeLancey
This article is the first in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. This article is a primer on some key NLP concepts and getting started with the Natural Language Toolkit (NLTK) Python library.
NLP-Samurai@0.0.10 Natural Language Processing Engine In Node.js, Angular 2 and MySQL
by Arthur V. Ratz
Introducing NLP-Samurai@0.0.10 Natural Language Processing Engine.
Finding Data for Natural Language Processing
by Jayson DeLancey
This article is the second in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article, we'll look at datasets provided by NLTK, as well as an example of capturing your own textual corpus for analysis.

Latest Articles

Deploying AI Docker Containers to the Cloud
by Jarek Szczegielniak
In this article, we publish our NLP API service to Azure using Azure Container Instances.
Debugging AI Code Running in a Docker Container
by Jarek Szczegielniak
In this article we use Visual Studio Code to edit and debug our increasingly complex code running inside a Docker container.
Exposing Dockerized AI Models via RESTful API
by Jarek Szczegielniak
In this article, we’ll modify our code to expose the same logic via a Rest API service.
Dockerized AI on Large Models With NLP and Transformers
by Jarek Szczegielniak
In this article we run an inference model for NLP using models persisted on a Docker volume.

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NLP 

Natural Language Programming in the Ring Programming Language
12 Oct 2016 by Mahmoud Samir Fayed
Defining Natural Languages in the Ring programming language based on Object-Oriented Programming
NLP
OOP
Introducing NLTK for Natural Language Processing with Python
29 May 2020 by Jayson DeLancey
This article is the first in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. This article is a primer on some key NLP concepts and getting started with the Natural Language Toolkit (NLTK) Python library.
Python
artificial-intelligence
NLTK
NLP
NLP-Samurai@0.0.10 Natural Language Processing Engine In Node.js, Angular 2 and MySQL
4 Apr 2020 by Arthur V. Ratz
Introducing NLP-Samurai@0.0.10 Natural Language Processing Engine.
SQL
Windows
Node.js
MySQL
NLP
workbench
Finding Data for Natural Language Processing
29 May 2020 by Jayson DeLancey
This article is the second in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article, we'll look at datasets provided by NLTK, as well as an example of capturing your own textual corpus for analysis.
Python
artificial-intelligence
NLP
NLTK
API
Dockerized AI on Large Models With NLP and Transformers
19 May 2021 by Jarek Szczegielniak
In this article we run an inference model for NLP using models persisted on a Docker volume.
Python
artificial-intelligence
docker
tensorflow
NLP
machine-learning
Spacy import error: cannot import name 'COMBINING_DIACRITICS' from 'spacy.lang.char_classes'
17 Jan 2024 by Richard MacCutchan
You need to ask at spaCy · Industrial-strength Natural Language Processing in Python[^].
Python
NLP
NLTK and Machine Learning for Sentiment Analysis
29 May 2020 by Jayson DeLancey
This article is the fifth in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article we're building an optimized machine learning model.
Python
artificial-intelligence
NLTK
NLP
Improving NLTK Sentiment Analysis with Data Annotation
29 May 2020 by Jayson DeLancey
This article is the sixth in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article let’s look at what a process of annotating our own dataset would entail.
Python
artificial-intelligence
NLTK
NLP
Using Cloud AI for Sentiment Analysis
29 May 2020 by Jayson DeLancey
This article is the seventh in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article we look at some alternatives to VADER.
Python
cloud
artificial-intelligence
Azure
NLTK
NLP
Debugging AI Code Running in a Docker Container
21 May 2021 by Jarek Szczegielniak
In this article we use Visual Studio Code to edit and debug our increasingly complex code running inside a Docker container.
shell
Python
artificial-intelligence
text
debugging
machine-learning
docker
JSON
Deploying AI Docker Containers to the Cloud
25 May 2021 by Jarek Szczegielniak
In this article, we publish our NLP API service to Azure using Azure Container Instances.
shell
Python
artificial-intelligence
Azure
machine-learning
docker
YAML
NLP
text
How do I extract an email id from a file using 'regular expressions'?
8 Sep 2022 by Richard MacCutchan
You cannot use a filename for the scond parameter to the re — Regular expression operations — Python 3.10.7 documentation[^] findall function. You need to read the contents of the file and use the resulting text. See 7. Input and Output — Python...
Python
NLP
regular-expression
Exposing Dockerized AI Models via RESTful API
20 May 2021 by Jarek Szczegielniak
In this article, we’ll modify our code to expose the same logic via a Rest API service.
Python
artificial-intelligence
machine-learning
docker
NLP
REST
How do I extract an email id from a file using 'regular expressions'?
8 Sep 2022 by OriginalGriff
To add to what Richard has said ... Email validation is pretty complicated, and your regex is far too simplistic - it allows illegal addresses such as "@." and doesn't find legal addresses such as "a.b@x.com", "a@x.co.uk", "a@x-y.com", and so...
Python
NLP
regular-expression
How to check if the words in my 'text' match those in a 'CSV' file?
13 Sep 2022 by Richard MacCutchan
The problem is that each entry in your skill_list is a list with one element, inside a list, inside another list. So to access the actual words you need: for skill in skill_list[0]: print(skill[0])
Python
NLP
parsing
Semantic search on numeric data
26 Nov 2023 by Maciej Los
I think you don't understand what semantic analysis[^] are. I'd suggest to start with Stanford's Univerity publication: Learning Word Vectors for Sentiment Analysis[^]. Then, use its Large Movie Review Dataset[^] to create your own model. In...
machine-learning
NLP
search
Machine learning project help needed!
24 Feb 2019 by Member 13689608
Need guidance on an ML/NLP project for a newbie! Hey guys, I'm sorry if this is not the kind of thing that's asked in this website. Me and 3 of my friends from uni were given a project, a challenge project to be done in 2 months(around 57 days left now) to do a project where we analyze customer...
NLP
machine-learning
Machine learning project help needed!
24 Feb 2019 by RickZeeland
You could take a look at these open source GitHub projects to see how they do it: Top 20 Python AI and Machine Learning Open Source Projects[^] And here is a Python project template developed by the University of Washington: GitHub - uwescience/shablona: A template for small scientific python...
NLP
machine-learning
Machine learning project help needed!
24 Feb 2019 by CHill60
If you do decide to distribute one topic per person then do make sure the work load is evenly balanced and that everyone is at the same level of understanding and ability. So, however you decide to do it in the end, - Get together often, - brainstorm your solutions together often, - be...
NLP
machine-learning
What is the best way to do an expert system in R reading technical reports from pdfs, identifying author(s) from keywords?
5 Mar 2019 by Member 14171998
Hi people. I am beginner in R Language. I have the following problem: from many PDF files containing technical reports (in Portuguese language) from many authors (all is in Natural Language) how can I develop an Intelligent System to identify the Author(s) Name(s) by an input of small set of...
R
artificial-intelligence
NLP
How to improve deeplearning model performance?
23 Mar 2020 by Anan Srivastava
Using early stopping my model stops training at around 7 epochs because of overfitting MAX_SEQUENCE_LENGTH = 1000 MAX_NUM_WORDS = 20000 EMBEDDING_DIM = 100 VALIDATION_SPLIT = 0.2 output_nodes = 759 embedding_layer = Embedding(num_words, ...
Python
deep-learning
NLP
tensorflow
Counting the # of word documents that contain a single word
27 Sep 2020 by Member 14949846
Hi there, Utilizing Excel or Python, I am trying to determine the # of word documents in which a single word occurs. For example, let's say I have 100 word documents. Of these documents, I would like to find out how many contain the word "Excel"...
Python
MS-Word
MS-Excel
NLP
Counting the # of word documents that contain a single word
27 Sep 2020 by OriginalGriff
That's going to be complicated, as you will need to be able to read Word documents, extract the text, check for an instance of your word, and then open the next and repeat the process. If you have code to read a file and count words, then all...
Python
MS-Word
MS-Excel
NLP
Counting the # of word documents that contain a single word
27 Sep 2020 by CPallini
For each document, search for the requested word and exit reporting success as soon as you find it. That's all. The trickiest part is how-to-perform-such-search. For instance, if you stick to Python and your targets are Word documents, then...
Python
MS-Word
MS-Excel
NLP
BERT :dropout(): argument 'input' (position 1) must be tensor, not str
26 Dec 2020 by mohamed amine boukriba
i am new to nlp and i want to build a bert model for sentiment Analysis so i am following this tuto https://curiousily.com/posts/sentiment-analysis-with-bert-and-hugging-face-using-pytorch-and-python/ but i am getting the error bellow What I...
Python
NLP
deep-learning
BERT :dropout(): argument 'input' (position 1) must be tensor, not str
26 Dec 2020 by Richard MacCutchan
The error message could not be clearer. You are passing a string where it expects a Tensor object. But your question would be better directed to the writer of the tutorial.
Python
NLP
deep-learning
How do i...valueerror: invalid literal for int() with base 10: 'complete opposite ergonomic design'
20 Jul 2021 by Linlin Zeng
This is input dataset: | text | term_index | | -------- | -------------- | | liked aluminum body|[0, 1, 1]| | lightweight screen beautiful|[0, 1, 0]| This is my code spacy_eg = spacy.load('en') def...
Python
NLP
How do i...valueerror: invalid literal for int() with base 10: 'complete opposite ergonomic design'
20 Jul 2021 by OriginalGriff
Getting your code to run does not mean it is right! :laugh: Think of the development process as writing an email: compiling successfully means that you wrote the email in the right language - English, rather than German for example - not that the...
Python
NLP
How do i...valueerror: invalid literal for int() with base 10: 'complete opposite ergonomic design'
20 Jul 2021 by Richard MacCutchan
for batch in dataset_iter: batch.text[0] batch.term_index[0] What are these statements supposed to do, they do not make much sense as Python. Are you using some third party library which you have not mentioned?
Python
NLP
How to map the weighted keywords obtained using latent dirichlet allocation algorithm (topic modeling) to a 'standard' topic-keywords CSV (that contains various topics and their associated keywords)?
7 Dec 2021 by Member 11380796
How do I map the set of weighted keywords that I got using LDA (Latent Dirichlet Allocation) algorithm (Topic Modeling) to a 'standard/known' topic-keywords CSV (this CSV contains various topics and their associated keywords)? The output of the...
Python
NLP
machine-learning
Any suggestions for tagging document contents in Google drive
5 Apr 2022 by RichardN73
Hi All, A friend of mine, has a huge set (around 5000) of documents he wants to search through. There is already a chrome extension he uses, that allows basic browsing through documents by directory and date/time. This extension also allows the...
Javascript
NLP
document
Text classification using spacy.
9 May 2022 by 4Ban4
Hello everyone, I am new to NLP and haven't used spacy that much, I am learning by myself. My question is, is there a way to classify if a text is a warning or an order, using spacy's classification libraries and POS taggers. For example "Open...
NLP
How do I extract an email id from a file using 'regular expressions'?
8 Sep 2022 by Apoorva 2022
I want to extract an email id from a text 'file' using 'Regular Expressions'. Is there a way to feed a file as input, use the relevant regular expression, & get an email id from it? What I have tried: #Extracting email Ids...
Python
NLP
regular-expression
How do I extract an email id from a file using 'regular expressions'?
10 Sep 2022 by Apoorva 2022
I found the solution through the 'tika' library. Here's the code --> Extracting text from '.docx' file (Works for pdf as well) from tika import parser file = r'../content/drive/My Drive/foldy folder/resume.docx' file_data =...
Python
NLP
regular-expression
How to check if the words in my 'text' match those in a 'CSV' file?
13 Sep 2022 by Apoorva 2022
I'm building a resume parser that can extract 'skills' from a resume. I'm extracting the resume skills by comparing the resume text with a dataset (a CSV file that contains about 38k technical skills). If there's a match, the matched words...
Python
NLP
parsing
Text parsing from a paragraph
3 Oct 2022 by Sandika Akbar
How should I extract the string from paragraph using Python? The input: I got the email from your company for the refund of the ticket, here is my identity Flight no: XX 888 Route: USA-THA Date: Sunday, 2 December 2010 Name: Richard Kylie and...
Python
NLP
parsing
Text parsing from a paragraph
3 Oct 2022 by Richard MacCutchan
You don't really need a RegEx for this. Just read the text and look for lines beginning with the relevant keywords: [ "Flight no", "Route", "Date", "Name" ].
Python
NLP
parsing
After I stem tokens in R, I get a lot of single letter nonwords. Any advice on how to deal with those?
15 Jan 2023 by katebjork
I get single letter words in my Structural Topic Model after my preprocessing steps. Particularly after I stem my tokens. My code is as follows: #read the csv articletexts
R
NLP
Working of "word2vec" vectorizer to convert text to numbers
15 Jun 2023 by Apoorva 2022
I worked on a predictive (classification) model. I used Word2Vec to convert the data is textual columns to numeric, following which I ran the machine learning algorithms. I have the following doubts regarding the working of Word2Vec: What I...
machine-learning
ANN
vectorization
NLP
neural-network
Working of "word2vec" vectorizer to convert text to numbers
15 Jun 2023 by Richard MacCutchan
See https://towardsdatascience.com/word2vec-explained-49c52b4ccb71[^].
machine-learning
ANN
vectorization
NLP
neural-network
Semantic search on numeric data
24 Nov 2023 by Apoorva666
I have a dataset in csv format. Most columns have numbers in them. The data is mostly number based, with little text. A sample of my dataset: Test_name Execution_date User_name Total_tests Passed_tests Failed_tests test1, ...
machine-learning
NLP
search
Spacy import error: cannot import name 'COMBINING_DIACRITICS' from 'spacy.lang.char_classes'
17 Jan 2024 by Apoorva666
When I tried importing the NLP library 'Spacy' using import spacy I'm getting the following error: ImportError: cannot import name 'COMBINING_DIACRITICS' from 'spacy.lang.char_classes' Here are my versions: spacy==3.7.2 spacy-legacy==3.0.12 ...
Python
NLP
Spacy import error: cannot import name 'COMBINING_DIACRITICS' from 'spacy.lang.char_classes'
17 Jan 2024 by Apoorva666
Fixed the issue by creating a new Conda Environment & installing Spacy.
Python
NLP
Why Real Neurons Learn Faster
21 Jan 2019 by Adrian Pirvu
A closer look into differences between natural nervous systems and artificial neural networks
artificial-intelligence
NLP
machine-learning
Using Pre-trained VADER Models for NLTK Sentiment Analysis
29 May 2020 by Jayson DeLancey
This article is the third in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article, we'll look at techniques you can use to start doing the actual NLP analysis.
Python
artificial-intelligence
NLP
NLTK
machine-learning
Technical Detection of Violent Threats in Social News Posts in Near Real-Time
14 Oct 2019 by Allister Beharry
NewsAlpha is a social news analyzer running on Microsoft Azure which aggregates and analyzes social news posts across different Internet forums and social media sites looking for threats of violence or self-harm in near real-time.
C#
.NET
artificial-intelligence
Azure
Dev
Architect
NLP
NLP algorithm for clustering dictionary words into different categories and classifying new words into those clusters. What could be the code?
20 May 2021 by Richard MacCutchan
English Simple Past & Past Participle PHP Auto Generation and Syllable Count in English Word
26 Jan 2021 by NewPast
English Simple Past & Past Participle PHP Auto Generation and Syllable Count in English Word
WordPress
PHP
NLP
plugin
NLP algorithm for clustering dictionary words into different categories and classifying new words into those clusters. What could be the code?
20 May 2021 by Member 14844003
I have to write a NLP algorithm for grouping words from dictionary into different clusters eg. technology, food, color etc. and then able to classify new words into these clusters. what could be possible code for this simple algorithm? I am new...
machine-learning
NLP
data-science
clustering
Finding the suitable semantic search engine tool for querying an excel/csv file containing data rich in numbers
2 Oct 2023 by Apoorva666
I have an Excel dataset that has the columns: name of the test, user name, data source, total number of records, number of failed records, number of passed records, date of test execution, etc. I want questions like the following to be answered:...
AWS
Azure
NLP


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