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cs.CL2025
FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
Giorgos Iacovides, Wuyang Zhou, Danilo Mandic
Opinions expressed in online finance-related textual data are having an increasingly profound impact on trading decisions and market movements. This trend highlights the vital role…
cs.CL2025
TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs
Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides +1
The reasoning abilities of Large Language Models (LLMs) can be improved by structurally denoising their weights, yet existing techniques primarily focus on denoising the feed-forwa…