Accern AutoNLP Taxonomy Framework™
Built for Financial Services
Curated & Continuously Updated over 5+ Years
With a million rows of training data, over 100,000 labels including out-of-the-box 60,000 equities and 250+ events, continuously updated with augmented AI / ML – so you don’t have to.
- 20,000 U.S. Equities
- 30,000 International Equities
- 65 Commodities
- 80 Country Exchanges
- 20 FOREX currencies
- 1,000+ Crypto Companies, Exchanges and Cryptocurrencies
- + Bring Your Own (BYO)
Simply upload files to BYO more Equities and Entities
- 250+ Themes
- 26 ESG Issues
- Rumors / Speculation….
- Credit Risk
96.5% Accuracy – Purpose built for Financial Services
Core Taxonomy Model
Extracts and links entities
Spam Detector Model
Removes false positives
Assesses context to confirm true positives
Better, Faster, Cheaper NER with Taxonomies
Name Entity Recognition (NER) with the highest accuracy and better operational efficiencies (faster and cheaper) than NER with just Deep Learning models.
NER with Taxonomies is faster and cheaper
- No need for large volumes of training data – Just start by adding keywords.
- Easy to customize, maintain – just continue to add and refine keywords.
- Transparent. Keywords and rules are easy to see, modify and understand.
- Faster and cheaper than Deep Learning based models.
NER with Deep Learning is difficult and costly
- Requires a training data set that may not be available or easy to acquire
- Deep Learning cloud compute infrastructure is very expensive to operate, takes a lot of time and money
- Difficult to keep updated and continue to maintain
- Not Transparent – not easy to know why model came up with certain results
Tune / BYO Taxonomy
Simply tune our catalog or upload keywords – we make it easy to customize with suggested keywords to optimize your list. In addition, Expansion Rules, Lucene Queries and Exclusions further accelerate the building process.
BYO / Upload Training Data
Need even higher levels of accuracy? Upload your training data so we can further increase model accuracy for you.
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