Natural Language Generation: Great Promise, Significant Barriers
Sell-side firms and data providers are increasingly experimenting with natural-language generation to create new forms of automatically curated reports, emails and alerts, but the technique comes with significant challenges.
If only data could talk—well actually, it can.
Over the last decade, thanks to the proliferation of open-source tools, improved computing power, further cloud adoption, and major advancements in the retail space, natural-language processing (NLP) is becoming democratized, and capital markets firms are taking notice. The next evolution of NLP, though, is natural-language generation (NLG). While the technology has been around for decades, it is only in the last two years that it has begun to make
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
Texting trials, or ‘The case of the costly Cubans’
The IMD Wrap: This week, featuring my colleagues as guest stars, I put myself in the shoes of a communications compliance officer at an asset manager, and look at what happens when messages go awry.
Standard Chartered CDO on AI, CAT on life support, Paxos files for clearing status, and more
The Waters Cooler: FIX updates MMT, a Finnish datacenter hangs in the balance, and partnerships galore in this week’s news roundup.
Waters Wavelength Ep. 327: Standard Chartered’s Mo Rahim
He joins the podcast to discuss data and AI governance and guardrails for AI.
Messaging’s chameleon: The changing faces and use cases of ISO 20022
The standard is being enhanced beyond its core payments messaging function to be adopted for new business needs.
S&P Global details AI partnerships, LLM advancements
The data provider has partnered with Microsoft and Anthropic to use hyperscaler tech to boost its AI offerings.
The industry is not ready for what’s around the corner
Waters Wrap: As cloud usage and AI capabilities continue to evolve (and costs go up), Anthony believes the fintech industry may face a similar predicament to the one facing journalism today.
Overbond’s demise hints at cloud-cost complexities
The fixed-income analytics platform provider shuttered after failing to find new funding or a merger partner as costs for its serverless cloud infrastructure “ballooned.”
ViaNexus aims to bring data entitlement control to MCP, agentic AI
The startup believes that Anthropic’s Model Context Protocol marks a major step forward for agentic AI, but the market data industry has its own complexities that haven’t been addressed—yet.
