Resources
A collection of free resources for you to download, including guides, white papers, e-books, benchmarks, and case studies.
Quick Downloads
Arabic Sentiment Text Similarity
Pre Built Training Data
Arabic Embeddings
Lexical Data Resources
List of Services
Synonym Data Resources
Guides
Morphological Analyzer
Twitter Sentiment Analysis
Understanding Your Results
POS Approach
Create Your Coding Plan
Booleans and POS Tagging
Last Articles
Artificial training data: how to speed up your bot training
Bots built upon machine learning need long training processes to have the ability to...
Improving Rasa’s results by 30% with artificial training data: Part II
Increasing bot accuracy has never been so easy. How? Generating artificial training...
Improving Rasa’s results with artificial training data. Part I
The well-known Rasa chatbot-building platform is gaining weight day after day. But, in...
6 keys to building a successful human-like chatbot
Talking, expressing ourselves through words, using speech to exchange information...
Lemmatization to enhance Topic Modeling results
Have you ever wondered how much data do you store in your devices every day? We spend...
How to make your chatbot more human-like
Chatbot’s potential is nothing new, and here at Bitext we have been talking about them...
Lemmatization vs Stemming
Almost all of us use a search engine in our daily working routine, it has become a key...
Differences between Polarity and Topic-Based Sentiment Analysis
From a business perspective, there is a huge difference between plain polarity and...
Automatic IAB tagging enables now semantic ad targeting
Our Text Classification API supports IAB’s standard contextual taxonomy, enabling...
Benchmarks
Benchmark on Amazon Lex
Check out how we improved Amazon Lex accuracy by 50% using our training data
Benchmark on Entity Extration
This report compares Bitext’s entity extraction software to 3 other engines (CRFSuite, Stanford and SENNA)
Benchmark on Microsoft LUIS
Increase accuracy on the LUIS platform up to 40% using Bitext training data.
Benchmark on Lemmatization
A brief comparison of stemmers and lemmatizers
Benchmark on Dialogflow
A benchmark based on Dialogflow shows accuracy increases of up to 40%
Case Studies
Chatbot Multilingual Synthetic Data
Deploying a bot capable to engage in successful conversations for retail.
TechCrunch
Download the Case Study about our work with TechCrunch.
Consumer Insights in Minutes
Learn how Movistar saved 75% using Bitext services.
Automotive Industry
Market research leader saves 65% of its time when looking for insights.
Automating Manual Coding
Learn how a market research leader achieved 65% savings using Bitext.
Philz Coffee
Discover how one of our customers began saving time and money.
E-books and Cheat Sheets
How Linguistics Can Improve Chatbots
Solving chatbot issues using linguistics.
Lemmatization vs Stemming
Download practical examples of the two methods in different languages.
Lemmatization and POS Tagging for Deep Learning
How both impact Deep Learning.
Anonymization for GDPR Compliance
Are you ready for the GDPR?
White Papers
Lemmatization for Topic Modeling
Discover how lemmatization impacts Topic Modeling.
How to Solve Chatbot Problems
How to solve 3 common chatbot issues.