LLM-guided rewriting of moderate-complexity financial sentences reduces DisCoCat circuit size by over 70 percent and yields a modest, not statistically tested, accuracy gain over a low-complexity baseline.
Text-based sentiment analysis in finance: Synthesising the existing literature and exploring future directions,
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An Exploratory Evaluation of LLM-Assisted Rewriting of Moderate-Complexity Financial Sentences for DisCoCat-Based Sentiment Analysis
LLM-guided rewriting of moderate-complexity financial sentences reduces DisCoCat circuit size by over 70 percent and yields a modest, not statistically tested, accuracy gain over a low-complexity baseline.