Research paper / RESOURCE PROFILE

FinDPO: Financial Sentiment via Preference Optimization

Uses direct preference optimisation to align LLMs for sentiment-driven algorithmic trading.

arxiv.orgPublished Jul 24, 2025
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Screenshot unavailableResource information and source links remain available. FinDPO: Financial Sentiment via Preference Optimization — reviewed source website screenshot
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Overview

Uses direct preference optimisation to align LLMs for sentiment-driven algorithmic trading.

Topics & capabilities

sentimentpaperalignment

Publication information

Publication title
FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
Authors
Giorgos Iacovides, Wuyang Zhou, Danilo Mandic
Published
Jul 24, 2025
Last publication revision
Jul 24, 2025
Subject areas
cs.CL, cs.LG, q-fin.ST, q-fin.TR
Publication source
arxiv.org · abs/2507.18417v1 ↗

Source: arXiv API · observed Oct 11, 2026.

Source links & provenance

https://arxiv.org/abs/2507.18417 ↗

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