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How to Automate the Generation of Training Data for Conversational Bots

How to Automate the Generation of Training Data for Conversational Bots

Aug 24, 2021 | AI, Chatbots, Lemmatization, Machine Learning, NLP, NLU, Synthetic data

Everything looks promising in the world of bots: big players are pushing platforms to build them (Google, Amazon, Facebook, Microsoft, IBM, Apple), large retail companies are adopting them (Starbucks, Domino’s, British Airways), press is excited about movies becoming...
How to solve data scarcity for AI

How to solve data scarcity for AI

Nov 5, 2019 | AI, Chatbots, Machine Learning, NLP, NLU, Synthetic data

Data scarcity is one of the major bottlenecks for Artificial Intelligence (AI) to reach production levels. The reason is simple: data, or the lack of it, is the number one reason why AI/Natural Language Understanding (NLU) projects fail. So the AI community is working...
Bitext mentioned in 4 Gartner Hype Cycle Reports in 2019

Bitext mentioned in 4 Gartner Hype Cycle Reports in 2019

Aug 5, 2019 | AI, Chatbots, Machine Learning, NLP, NLU, Synthetic data

When searching for innovative solutions, it is crucial for leaders and decision makers to have the information that allows them to make informed decisions.  Bitext is currently at the forefront of technology since it has been mentioned lately in no less than 20...
Bitext’s Customer Support Dataset for free

Bitext’s Customer Support Dataset for free

Mar 23, 2019 | AI, Chatbots, Machine Learning, NLP, NLU, Synthetic data

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 important problem of chatbots nowadays: data scarcity, namely, the lack of accurate and useful training data for the problems...
Improving Rasa’s results by 30% with artificial training data: Part II

Improving Rasa’s results by 30% with artificial training data: Part II

May 30, 2018 | AI, Benchmark, Chatbots, NLP, NLU, RASA, Synthetic data

Increasing bot accuracy has never been so easy. How? Generating artificial training data, not manually, but using auto-generated query variations. We have benchmarked Rasa and other platforms, and their accuracy comes up to a 93% thanks to Bitext artificial training...
Improving Rasa’s results with artificial training data. Part I

Improving Rasa’s results with artificial training data. Part I

May 16, 2018 | AI, Benchmark, Chatbots, NLP, NLU, RASA, Synthetic data

The well-known Rasa chatbot-building platform is gaining weight day after day. But, in all platforms, chatbots are as good as their training material. Rasa, as other chatbot platforms, still relies on manually written, selected and tagged query datasets. This is a...

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