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arXiv — cs.AI

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Same Day, Same Story; One Day Ahead, a Different Signal: The Dual Validity of Financial Sentiment

arXiv:2609.11144v1 Announce Type: new Abstract: Financial NLP has a standard workflow: validate a sentiment tool against human labels, then trust it to extract market signal. This assumes the two evaluations measure the same thing. We test that assumption in a setting where both…

arXiv — cs.AIBy: AS Aravinthkakshan, Laven Srivastava, Harsh NandwaniSeptember 12, 2026 (Sep 12)
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  • arXiv:2609.11144v1 Announce Type: new Abstract: Financial NLP has a standard workflow: validate a sentiment tool against human labels, then trust it to extract market signal
  • This assumes the two evaluations measure the same thing
  • We test that assumption in a setting where both…
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Same Day, Same Story; One Day Ahead, a Different Signal: The Dual Validity of Financial Sentiment

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