Resources
A collection of free resources for you to download, including guides, white papers, e-books, benchmarks, and case studies.
Quick Downloads
![Arabic-Semantic-Text-Similarity-and-Question-Answering-Benchmark-.jpg Arabic-Semantic-Text-Similarity-and-Question-Answering-Benchmark-.jpg](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_960,h_640/https://www.bitext.com/wp-content/uploads/2023/03/Arabic-Semantic-Text-Similarity-and-Question-Answering-Benchmark-.jpg.jpg)
Arabic Sentiment Text Similarity
![](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_900,h_600/https://www.bitext.com/wp-content/uploads/2020/06/prebuilt-training-data-bitext.jpg)
Pre Built Training Data
![NLP-for-Arabic-the-case-of-Lemmatization NLP-for-Arabic-the-case-of-Lemmatization](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_960,h_640/https://www.bitext.com/wp-content/uploads/2022/12/NLP-for-Arabic-the-case-of-Lemmatization.webp)
Arabic Embeddings
![](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_900,h_600/https://www.bitext.com/wp-content/uploads/2020/06/Lexical-resources-bitext.jpg)
Lexical Data Resources
![](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_900,h_600/https://www.bitext.com/wp-content/uploads/2020/06/list-of-services-bitext.jpg)
List of Services
![](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_900,h_600/https://www.bitext.com/wp-content/uploads/2020/06/synonym-data-resources-bitext.jpg)
Synonym Data Resources
Guides
![Morphological-Analyzer-bitext Morphological-Analyzer-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/01/Morphological-Analyzer-1.jpg)
Morphological Analyzer
![Twitter-sentiment-analysis-bitext Twitter-sentiment-analysis-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/01/Twitter-sentiment-analysis-bitext.jpg)
Twitter Sentiment Analysis
![understanding-the-results-bitext understanding-the-results-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/01/understanding-the-results-bitext.jpg)
Understanding Your Results
![POSes approach](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/POSes-approach-e1562150366784.jpg)
POS Approach
![Create-your-coding-plan-bitext Create-your-coding-plan-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/01/Create-your-coding-plan-bitext.jpg)
Create Your Coding Plan
![booleans POS tagging booleans POS tagging](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/booleans-POS-tagging-e1562150804564.jpeg)
Booleans and POS Tagging
Last Articles
What do you evaluate in your chatbots? Some ideas
In this blog we will discuss three ways of doing your chatbot evaluation by using: real...
How to solve data scarcity for AI
Data scarcity is one of the major bottlenecks for Artificial Intelligence (AI) to reach...
Bitext mentioned in 4 Gartner Hype Cycle Reports in 2019
When searching for innovative solutions, it is crucial for leaders and decision makers...
Knowledge Graph Generation for Financial Databases
People who use financial databases are aware of the hardships of ensuring information is...
Evaluate the Quality of your Chatbots and Conversational Agents
It is always important to evaluate the quality of your chatbots and conversational...
Synthetic Training Data for Chatbots
What is Training Data? Training data is the data that is used to train an NLU engine. An...
Natural Language Processing (NLP) and Machine Learning (ML)
Two concepts, one mission: to make machines understand humans. Natural Language...
Decompounding German, Korean and More: a ‘Gesamt + Kunst + Werk’
It’s a true story that Germans love their long words. However, this fact may not be so...
Speed Up Your Bot Training with Artificial Data
If you want your chatbot to recognize a specific intent, you need to provide it with a...
Siri Speaking Arabic: What Is Failing?
Almost three years after Apple launched its well-known voice assistant Siri for the...
Benchmarks
![Benchmark-on-amazon-lex-bitext Benchmark-on-amazon-lex-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2020/01/Benchmark-on-amazon-lex-bitext.jpg)
Benchmark on Amazon Lex
Check out how we improved Amazon Lex accuracy by 50% using our training data
![Bitext Word Embeddings Bitext Word Embeddings](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/04/alphabet-close-up-communication-278887-e1678716314947.jpg)
Benchmark on Entity Extration
This report compares Bitext’s entity extraction software to 3 other engines (CRFSuite, Stanford and SENNA)
![Microsoft-LUIS-bitext Microsoft-LUIS-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/07/LUIS-bitext.jpg)
Benchmark on Microsoft LUIS
Increase accuracy on the LUIS platform up to 40% using Bitext training data.
![Benchmark-lemmatization-bitext Benchmark-lemmatization-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Benchmark-lemmatization-bitext-300x200.jpg)
Benchmark on Lemmatization
A brief comparison of stemmers and lemmatizers
![Benchmark-dialogflow-bitext Benchmark-dialogflow-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/04/Benchmark-dialogflow-bitext.jpg)
Benchmark on Dialogflow
A benchmark based on Dialogflow shows accuracy increases of up to 40%
Case Studies
![Chatbot-Multilingual-Sythetic-data-bitext Chatbot-Multilingual-Sythetic-data-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_641,h_428/https://www.bitext.com/wp-content/uploads/2019/09/Chatbot-Multilingual-Sythetic-data.jpg)
Chatbot Multilingual Synthetic Data
Deploying a bot capable to engage in successful conversations for retail.
![Techcrunch-bitext Techcrunch-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Techcrunch-300x200.jpg)
TechCrunch
Download the Case Study about our work with TechCrunch.
![movistar-consumer-insights-in-minutes movistar-consumer-insights-in-minutes](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/movistar-e1678727237453.jpg)
Consumer Insights in Minutes
Learn how Movistar saved 75% using Bitext services.
![Automotive-industry-bitext Automotive-industry-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Automotive-industry-300x200.jpg)
Automotive Industry
Market research leader saves 65% of its time when looking for insights.
![Automating-manual-code-bitext Automating-manual-code-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Automating-manual-code-300x200.jpg)
Automating Manual Coding
Learn how a market research leader achieved 65% savings using Bitext.
![philz-coffee-bitext philz-coffee-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/philz-coffee-300x200.jpg)
Philz Coffee
Discover how one of our customers began saving time and money.
E-books and Cheat Sheets
![how-linguistics-improve-chatbot-bitext how-linguistics-improve-chatbot-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/how-linguistics-improve-chatbot-bitext-300x200.jpg)
How Linguistics Can Improve Chatbots
Solving chatbot issues using linguistics.
![Lemmatization-vs-Stemming-bitext Lemmatization-vs-Stemming-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Lemmatization-vs-Stemming-300x200.jpg)
Lemmatization vs Stemming
Download practical examples of the two methods in different languages.
![Lemmatization-and-POS-Tagging-for-Deep-Learning Lemmatization-and-POS-Tagging-for-Deep-Learning](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_199/https://www.bitext.com/wp-content/uploads/2019/01/documentation-e1562140792465.jpg)
Lemmatization and POS Tagging for Deep Learning
How both impact Deep Learning.
![Anonymization-for-GDPR-Compliance Anonymization-for-GDPR-Compliance](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/anonymization-pic-e1562141533532.jpeg)
Anonymization for GDPR Compliance
Are you ready for the GDPR?
White Papers
![how-linguistics-improve-chatbot-bitext how-linguistics-improve-chatbot-bitext](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/Lemmatization-for-topic-modeling-300x200.jpg)
Lemmatization for Topic Modeling
Discover how lemmatization impacts Topic Modeling.
![Lemmatization-and-POS-Tagging-for-Deep-Learning Lemmatization-and-POS-Tagging-for-Deep-Learning](https://sp-ao.shortpixel.ai/client/to_auto,q_lossless,ret_img,w_300,h_200/https://www.bitext.com/wp-content/uploads/2019/01/How-to-solve-chatbot-problems-300x200.jpg)
How to Solve Chatbot Problems
How to solve 3 common chatbot issues.