Use Cases Catalog

use case - task type - custom / pretrained API

Analyze

• Sentiment analysis - binary text classification - pre-trained API

• Customer review analysis - binary text classification - pre-trained API

• Toxicity detection - binary text classification - pre-trained API

• News classification - multiclass text classification - pre-trained API

• Financial Customer Support classification - multiclass text classification - pre-trained API

• Financial sentiment analysis - multiclass text classification - pre-trained API

• Conversational language understanding (English) - multiclass text classification - pre-trained API

• Conversational language understanding (Japanese) - multiclass text classification - pre-trained API

• Document classification - multiclass/multilabel text classification - custom Trainer API

• Emotion detection - multilabel text classification - pre-trained API

• Medical specialization classification - multilabel text classification - custom Trainer API

• Named entity recognition - sequence labeling - pre-trained API

• Span tagger - sequence labeling - custom Trainer API

• Slot extraction/annotation - sequence labeling - custom Trainer API

• Biomedical named entity tagger - sequence labeling - custom Trainer API

• Financial named entity tagger - sequence labeling - custom Trainer API

Embed

• Research papers search assistant - question answering - pre-trained API

• Database search assistant - question answering - custom Trainer API

• Clinician notes assistant - question answering - custom Trainer API

• Library cataloguer + assistant - question answering - custom Trainer API

• Research database assistant - semantic search - custom Trainer API

• Pharmaceutical database assistant - semantic search - custom Trainer API

• Clinician notes assistant - semantic search - custom Trainer API

note

The Question Answering Trainer API is only available for higher subscription tiers. Please refer to the Pricing section for more information.

Generate

• Automated copyrighting - text generation - coming soon!
• Sales email automation - text generation - coming soon!
• Clinician notes/report summarization - text generation - coming soon!
• Financial application summarization - text generation - coming soon!