Financial Entities and Events Extraction with NLP

Index and Understand Your Own Content

We leverage natural language processing and machine  learning to identify ‘entities’ from financial content. These entities could be financial instruments, macro  topics, corporate actions, business events, sectors, locations, etc.

Read how we do this in detail here.

CityFALCON Solutions are trusted by

Financial institutions, financial companies, and tens of thousands of users.
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What about YOU?
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AN EXAMPLE OF HOW WE LEVERAGE NLU AND ML

Let's look at a story from the recent past.
image
Salesforce to buy MuleSoft for $5.90 billion
Facebook will host a conference call to discuss its results at 2 p.m.
Author 16h
smile
62%
Salesforce to buy MuleSoft for $5.90 billion
Facebook will host a conference call to discuss its results at 2 p.m.
image
Author 16h
smile
62%
Our system will extract 'entities' and relevancy of the story to the entities using NLU and ML. Further, we personalise the content for different user segments and users by leveraging CityFALCON Score.
Extracted Entities
Companies
Salesforce.com Inc
MuleSoft Inc
Stock Tickers
CRM
MULE
Geographies
USA
Sectors
Application Software
Cloud
Technology
Event
Acquisition
Transaction Value
$5.90 billion
Person
Marc Benioff
Other Topics
Cash-and-stock deal
Relevance for Topics
Salesforce.com.Inc
MuleSoft Inc
USA
Application Software
Cloud
Technology
Acquisition
Marc Benioff
Relevance for User Categories
New to Investing
Trader
Long-Term Investor
Overall Story Score
Content:
15%
Source and Author:
16%
CityFALCON User Rating:
4%
Social Media Popularity:
14%

Rich associated data for extracted entities

Data beyond the tags: company tickers, economic hierarchy, location mapping.

Streamline due diligence for greater efficiency

Ensure every recommendation or action you take on behalf of clients is thoroughly informed.
Set Up Intuitive API Calls In Seconds
A simple, single endpoint accepts your text string and returns a JSON-formatted response for instant integration.
Need custom extraction?
Our team may be able to build a specialised service to parse your unique PDFs or other non-plain-text documents.
Why Use CityFALCON’s Service?
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Algorithms tuned for financial and business content reduce inaccurate extraction;
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Agile and flexible team is responsive and able to provide custom OCR and parsing work.

contact us