Introduces FinTruthQA, a 6,000-entry annotated benchmark for AI assessment of financial disclosure quality across four criteria, with model evaluations showing strong results on question tasks but weaker on answer relevance.
Fintral: A family of gpt-4 level multi- modal financial large language models
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A survey proposing a taxonomy of Injective, Bridging, and Internal Alignment paradigms to evolve TSA into user-driven Time Series Question Answering with LLMs.
A survey synthesizing recent LLM research and assessing its applicability to financial data analysis.
citing papers explorer
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FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor -- Firm Interactions
Introduces FinTruthQA, a 6,000-entry annotated benchmark for AI assessment of financial disclosure quality across four criteria, with model evaluations showing strong results on question tasks but weaker on answer relevance.
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From Time Series Analysis to Question Answering: A Survey in the LLM Era
A survey proposing a taxonomy of Injective, Bridging, and Internal Alignment paradigms to evolve TSA into user-driven Time Series Question Answering with LLMs.
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Bridging Language Models and Financial Analysis
A survey synthesizing recent LLM research and assessing its applicability to financial data analysis.