Language Models, also known as LMs, are a fundamental tool in Natural Language Processing (NLP) tasks such as text generation, machine translation, and speech recognition. Recently, there has been a lot of excitement around Large Language Models (LLMs) due to their ability to generate coherent and contextually relevant text. In Continue Reading
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Introduction to Azure Machine Learning
Azure Machine Learning is a cloud-based machine learning service provided by Microsoft that enables users to build, deploy, and manage machine learning models at scale. It provides a range of tools and frameworks that make it easier to create, use and manage machine learning models. This tutorial will provide an Continue Reading
How to use LLMs for natural language inference and reasoning
How to Use Language Model Logics (LLMs) for Natural Language Inference and Reasoning Introduction Natural Language Inference (NLI) and reasoning tasks are crucial for many natural language processing applications, such as question answering, information retrieval, and dialogue systems. However, traditional methods often struggle to accurately understand and reason about the Continue Reading
How to Build a Chatbot with OpenAI GPT-3 and Python
Chatbots have become increasingly popular in recent years, and there is no doubt that they have revolutionized the way businesses interact with their customers. With the advancement of natural language processing (NLP) technologies, building chatbots has become easier and more powerful than ever. In this tutorial, we will explore how Continue Reading
How to use LLMs for semantic parsing and knowledge graph construction
How to Use Language Model to Construct Knowledge Graphs and Perform Semantic Parsing In this tutorial, we will explore how to use Language Models (LMs) for semantic parsing and knowledge graph construction. Semantic parsing is the process of converting natural language into a structured representation that can be understood by Continue Reading
How to Build a Text Summarizer with OpenAI GPT-3 and Django
In this tutorial, we will walk through the steps to build a text summarizer using OpenAI GPT-3 and Django, a popular Python web framework. We will utilize the power of GPT-3 to generate concise summaries of long texts. Prerequisites To follow along with this tutorial, you should have the following Continue Reading