Dataset Community
Annotated training data scarcity is the main problem when building Conversational AI models.
At Bitext, we’re working on using synthetic training data generation to solve this, and we’ve published several large datasets (with more than 250K utterances) for training and evaluating intent recognition models for English customer service chatbots on GitHub.
Our Customers
Working with 3 of the Top 5 Largest Companies in NASDAQ
Datasets
Customer Service Tagged Training Dataset for Intent Detection
The training dataset has the following specs:
- Customer Service domain
- 11 categories or intent groups
- 27 intents assigned to one of the 11 categories
- 7 entity/slot types
Customer Service Tagged Evaluation Dataset for Intent Detection
The evaluation dataset has the following specs :
- Customer Service domain
- 11 categories or intent groups
- 27 intents assigned to one of the 11 categories
- 7 entity/slot types
Customer Service Tagged Evaluation Dataset for Intent Detection-Colloquial
The Colloquial Evaluation dataset has the following specs:
- Customer Service domain
- 11 categories or intent groups
- 27 intents assigned to one of the 11 categories
- 270,000 utterances assigned to the 27 intents
- 7 entity/slot types
Customer Service Tagged Evaluation Dataset for Intent Detection-Politeness
The Politeness Evaluation dataset has the following specs:
- Customer Service domain
- 11 categories or intent groups
- 27 intents assigned to one of the 11 categories
- 270,000 utterances assigned to the 27 intents
- 7 entity/slot types
Customer Support Intent Detection Training Dataset for RASA
The training dataset for RASA has the following specs:
- Customer Service domain
- 11 categories or intent groups
- 27 intents assigned to one of the 11 categories
- 260,000 utterances assigned to the 27 intents
Contact us
If you need more information about our dataset or have any questions contact us by clicking on the button bellow
MADRID, SPAIN
Camino de las Huertas, 20, 28223 Pozuelo
Madrid, Spain
SAN FRANCISCO, USA
541 Jefferson Ave Ste 100, Redwood City
CA 94063, USA