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earnings surprise prediction
earnings surprise prediction
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conference call
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financial reasoning
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multimodal benchmark
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class imbalance
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instruction following
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Papers
FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction
ACL 2026
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