AmazonScience/document-haystack
Document Haystack Dataset This repository contains the dataset for the paper “Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark”. 📑 Abstract Paper The proliferation of multimodal Large Language Models has significantly advanced the ability to analyze and understand complex data inputs from different modalities. However, the processing of long documents remains under-explored, largely due to a lack of suitable… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/document-haystack.
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1Commercial mortgage banking activities include revenue derived from commercial mortgage servicing (both net interest income and2noninterest income), revenue derived from commercial mortgage loans held for sale and hedges related to those activities. Total3revenue from commercial mortgage banking activities decreased in the comparison primarily due to lower commercial mortgage 4servicing income.5Capital markets and advisory includes services and activities primarily related to merger and acquisition advisory, equity capital 6markets advisory, asset-backed financing, loan syndication, securities underwriting and customer-related trading. The decrease in 7capital markets and advisory fees in the comparison was mostly driven by lower merger and acquisition advisory fees and a decline in 8syndication fees, partially offset by higher customer-related trading revenue for derivatives, foreign exchange and fixed income.9 1054 The PNC Financial Services Group, Inc. – 2023 Form 10-K