Abstract: We introduce FinSTS, a novel dataset for financial semantic textual similarity (STS), comprising 4,000 sentence pairs from earnings calls and SEC filings. To improve models for the Financial ...

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Abstract: During the year 2020, the global stock market experienced considerable fluctuations, leading to a significant dip in financial indicators. This study presents a machine learning-based ...