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A single-layer action head on a 30-layer video backbone enables Faster-WAM to achieve a 3.2x speedup in inference latency while maintaining competitive performance and robust generalization.
FinSAgent achieves a breakthrough in financial question answering by aligning retrieval strategies with the intricate structure of SEC filings, leading to superior evidence validity and answer accuracy.
