SNB researchers test LLM-based FX trading strategy
Meta’s Llama 3.1 comes out top predicting G10 currency sentiment based on news articles
Researchers from the Swiss National Bank have shown how a trading strategy that uses fine-tuned large language models (LLMs) to analyse sentiment in the foreign exchange market could outperform traditional language-based artificial intelligence methods.
The authors of the SNB working paper, Daniele Ballinari and Jessica Maly, suggest that by fine-tuning LLMs to better understand the jargon of FX
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@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe
You are currently unable to print this content. Please contact info@risk.net to find out more.
You are currently unable to copy this content. Please contact info@risk.net 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@risk.net
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@risk.net
More on Markets
Japan’s yen swaps go global
JSCC isn’t just clearing swaps, it is clearing the way for the next stage of Japan’s financial evolution
Quants tell FX dealers how to make the most of passive liquidity
Paper from HSBC and Imperial sets out when to skew pricing, and when not
How Bessent learned to stop worrying and love the T-bill
Short-dated issuance shows no signs of slowing. Some fear it could end badly.
Hawkish RBA comments wrong-foot Aussie dollar rates traders
Governor Bullock’s unexpected rate hike talk led to stop-outs and losses
Hedge fund holdouts boost euro steepener bets into year-end
After some investors took profits in September, those that stayed in the trade are now doubling down
Hong Kong tech stocks flirt with peak vega on structured boom
Note issuers sell vol to flatten exposures as Alibaba, BYD, Tencent zig-zag lower
Dutch pensions weigh hedge unwinds ahead of transition
As January 1 nears, Dutch pension funds consider unwind timing to avoid rush to the exit in thin year-end liquidity
Dealer views mixed over future of profitable EM FX carry trade
Emerging market FX carry trades have generated 7.5% returns since April, but dealers question longevity
