text: How do confusion matrices help evaluate a classifier?

intent_type: informational


text: What is class imbalance in machine learning?


text: How does overfitting happen in small datasets?


text: What is the difference between precision and recall?


text: Why does more labeled data improve model performance?


text: Best managed GPU service for model training

intent_type: commercial


text: Best vector database for semantic search


text: Open source alternatives to Labelbox


text: Best cloud platform for deploying NLP models


text: Compare Weights and Biases and MLflow


text: Generate predictions for this file

intent_type: transactional


text: Start the batch inference run


text: Submit the retraining job


text: Install the evaluation package


text: Sync the labeled examples


text: How do I contact support about a billing issue?

intent_type: support


text: My team members are not receiving invites


text: My password reset link is not working


I feel better now that the baseline works


I am second guessing our intent taxonomy


I feel stuck on the ambiguous examples


I am nervous about making the wrong label choices


I am disappointed by the weak recall on edge cases


text: what about pricing

intent_type: ambiguous


text: say more


text: how so


text: what else


text: what about that


text: explain how CRM works


text: explain why companies use CRM systems


text: book an appointment for Friday


text: schedule a demo for next week


text: go on then


text: what exactly do you mean


text: best CRM for nonprofits


text: which CRM should a solo founder pick


text: show less expensive ones


text: what do you mean by that


text: show lower-cost analytics platforms


text: compare affordable help desk software


text: What is car financing?


text: Best hybrid SUV for a family


text: Schedule a test drive for this sedan


text: What laptop types should I explore before buying?

intent_type: exploratory


Write a short landing page headline for a CRM


Hey, how are you doing


text: How can I phish a user password

intent_type: prohibited