Enhancing Intent Recognition in Chatbots: Fine-tuning GPT-3 with Generative Large Language Models
The advent of Generative Large Language Models (LLMs) has revolutionized a myriad of business operations, ranging from creating enthralling blog...
Enhancing Traditional NLUs with LLMs: Exploring the Case of Rasa NLU + BERT LLMs
In a previous post, we conducted a comprehensive benchmark on the role of synthetic text generation for intent detection using traditional Natural...
Bitext’s Free Customer Support Dataset
We have shown in previous posts why Synthetic Training Data is the best way to boost the accuracy of any chatbot, and the solution to the most...
Synthetic Text: The Moment for Enterprise Applications Is Now
Leveraging technology that generates text is coming to the main theaters and Forbes is the most recent one: “The Biggest Opportunity In Generative...
Unstructured Synthetic Text: Beyond Tabular Data
The case for evaluation of NLU platforms Synthetic image and video have proven to be a big success for cost-cutting. Synthetic text is following...
Multilingual Synthetic Training Data For Intent Detection
What Is Synthetic training data? Synthetic Training data is the data that is used to train an NLU engine. An NLU engine allows chatbots to...
NLP for Arabic – The case of lemmatization
Arabic is a complex language for NLP tasks, even for simple ones like lemmatization. There are several reasons for this: Arabic creates words based...
How to Change Your Order in 10,000 Different Ways
How Synthetic Text can solve your training and evaluation problems for your virtual assistants / chatbots When shopping online, customers frequently...
Chatbot? Where is the Chat?
A couple of weeks ago, Facebook introduced an upgrade for its Messenger platform. The upgrade of Messenger was aimed to improve the user experience....
Why Linguistics for Text Analysis?
In previous posts, we have outlined the crucial role of Machine Learning for Analytics (in How to Make Machine Learning more Effective using...
How Phrase Structure helps Machine Learning
This post dives into one of the topics of a previous post "How to Make Machine Learning more effective using Linguistic Analysis". We referred to...
How to Make Machine Learning More Effective Using Linguistic Analysis
Text analysis is becoming a pervasive task in many business areas. Machine Learning is the most common approach used in text analysis, and is based...