How do I start using Natural Language Processing in Windows? Natural language processing (NLP) is a subfield of Linguistics, Computer Science, and Artificial Intelligence which concerned with the interactions between computers and human language, in particular, how to program computers to process and analyze large amounts of natural language data, or teaching machines how to understand human languages and extract meaning from text. The common tasks in NLP include Text Mining, Text Classification, Text Analysis, Sentiment Analysis, Word Sequencing, Speech Recognition & Generation, Machine Translation, and Dialog Systems, to name a few. Since NLP relies on advanced computational skills and tools, developers need the best available tools to help them to make the most of NLP approaches and algorithms for creating services that can handle natural languages. We can build Windows apps with Natural Language Processing capabilities using Embarcadero’s Python4Delphi (P4D). P4D empowers Python users with Delphi’s award-winning VCL functionalities for Windows which enables us to build native Windows apps 5x faster. This integration enables us to create a modern GUI with Windows 10 looks and responsive controls for our Python Natural Language Processing applications. Python4Delphi makes it very easy to use Python as a scripting language for Delphi applications. It also comes with an extensive range of demos and tutorials. With Python4Delphi, you can integrate any Python features, functionalities, and libraries with Delphi to create a nice GUI for your Natural Language Processing applications in Windows. In this tutorial, we will discuss the following: How to use these 5 Python libraries with different Natural Language Processing capabilities to perform Natural Language Processing in Windows Apps: NLTK, FlashText, Gensim, TextBlob, and spaCy. All of them would be integrated with Python4Delphi to create Windows Apps with Natural Language Processing capabilities. Prerequisites: Before we begin to work, download and install the latest Python for your platform. Follow the Python4Delphi installation instructions mentioned here. Alternatively, you can check out the easy instructions found in the Getting Started With Python4Delphi video by Jim McKeeth. Time to get started! First, open and run our Python GUI using project Demo1 from Python4Delphi with RAD Studio. Then insert the script into the lower Memo, click the Execute button, and get the result in the upper Memo. You can find the Demo1 source on GitHub. The behind the scene details of how Delphi manages to run your Python code in this amazing Python GUI can be found at this link. Open Demo01.dproj. 1. How do I enable NLTK for NLP inside Python4Delphi in Windows? NLTK is a leading platform for building Python programs to work with human language data. Natural Language Processing or NLP for short — in a wide sense, to cover any kind of computer manipulation of natural language. NLP is a field in Machine Learning with the ability of a computer to understand, analyze, manipulate, and potentially generate human language. NLTK provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum. Do you want to perform Natural Language Processing tasks like predicting text, analyzing & visualizing sentence structure, Sentiment Analysis, gender classification, etc. in the Windows GUI app? You can easily solve these tasks by […]