BNP Paribas AM Combines NLP, ML for Sentiment Indicators in News Data
The asset manager is teaming with a vendor on the project, which will first be used for equities trading before moving to corporate bonds.
BNP Paribas Asset Management plans to go live this year with an NLP-based model that finds sentiment indicators in news reports to forecast company returns.
“We are not yet big users of text and NLP, but this is an area we have been developing recently, and where we expect to deploy some models,” says Raul Leote de Carvalho, deputy head of BNP Paribas Asset Management’s Quantitative Research Group.
The NLP-based sentiment indicators “should go into production very soon,” he adds.
The model
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: https://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Data Management
Agentic AI comes to Bloomberg Terminal via Anthropic protocol
The data giant’s ubiquitous terminal has been slowly opening up for years, but its latest enhancement represents a forward leap in what CTO Shawn Edwards calls, “the way we should talk to the world.”
EU, US consolidated tape efforts pass important milestones
The IMD Wrap: Europe is setting up its first consolidated tapes of data, while the US is revamping its tapes into one. Both initiatives should bring greater transparency and efficiency to the capital markets.
Exchange M&A, US moratorium on AI regs dashed, Citi’s “fat-finger”-killer, and more
The Waters Cooler: Euronext-Athex, SIX-Aquis, Blue Ocean-Eventus, EDM Association, and more in this week’s news roundup.
EDM Council expands reach with Object Management Group merger
The rebranded EDM Council now includes members from industries outside financial services.
As datacenter cooling issues rise, FPGAs could help
IMD Wrap: As temperatures are spiking, so too is demand for capacity related to AI applications. Max says FPGAs could help to ease the burden being forced on datacenters.
Bloomberg introduces geopolitical country-of-risk scores to terminal
Through a new partnership with Seerist, terminal users can now access risk data on seven million companies and 245 countries.
A network of Cusip workarounds keeps the retirement industry humming
Restrictive data licenses—the subject of an ongoing antitrust case against Cusip Global Services—are felt keenly in the retirement space, where an amalgam of identifiers meant to ensure licensing compliance create headaches for investment advisers and investors.
LLMs are making alternative datasets ‘fuzzy’
Waters Wrap: While large language models and generative/agentic AI offer an endless amount of opportunity, they are also exposing unforeseen risks and challenges.
