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.
2082k
1Consolidated Statement of Cash Flows2Cash flows from operating activities:3Net income (loss) 553 595 4Adjustments to reconcile net income (loss) to net cash provided by (used in) 5operating activities:6Restructuring activities 0 0 7(Gain) loss on sale of financial assets from investing activity (2) (1) 8Deferred taxes, net 25 1 9Impairment, depreciation, other amortization and (accretion) 42 123 10Share of net loss (income) from equity method investments (42) (66) 11Other non-cash movements (39) 54 12Income (loss) adjusted for non-cash charges, credits and other items 537 708 13Adjustments for net change in operating assets and liabilities:14Interest-earning time deposits with banks 38 (48) 15Other assets 5 210 16Investment contract liabilities designated at fair value through profit or loss 15 (93) 17Other liabilities 290 (386) 18Trading assets and liabilities, positive and negative market values from 19derivative financial instruments, net20121 (340) 141 22Other, net (17) (10) 23Net cash provided by (used in) operating activities 528 522 24Thereof: Net cash provided by (used in) operating activities of guaranteed funds (14) (5) 25Cash flows from investing activities:26Proceeds from sale and maturities of:27Non-trading financial assets mandatory at fair value through profit or loss28229 3,428 1,869 30Equity method investments 0 0 31Property and equipment 0 1 32Disposals of intangible assets 0 0 33Purchase of:34Non-trading financial assets mandatory at fair value through profit or loss 35336 (3,990) (2,164) 37Equity method investments 0 (49) 38Property and equipment (7) (1) 39Additional intangible assets (67) (39) 40Dividends received from equity method investments 28 45 41Loans at amortized cost made to other parties (2) (1) 42Net cash provided by (used in) investing activities (609) (340) 43in € m. 2023 202244Cash flows from financing activities:45Cash dividends paid to DWS shareholders (410) (400) 46Other borrowings 0 0 47Repayment of other borrowings (14) (53) 48Repayment of lease liabilities (principal) (21) (19) 49Net change in non-controlling interests (2) 5 50Net cash provided by (used in) financing activities (447) (468) 51Net effect of exchange rate changes on cash and cash equivalents (1) 26 52Net increase (decrease) in cash and cash equivalents (529) (259) 53Cash and cash equivalents at beginning of period 1,795 2,055 54Net increase (decrease) in cash and cash equivalents (529) (259) 55Cash and cash equivalents at end of period 1,266 1,795 56in € m. 2023 2022571 58Comprises mainly of trading assets held by consolidated guaranteed funds that are offset by payables to clients held 59by guaranteed funds and presented in other liabilities. 602 61The inflows result mainly from maturities and disposals of government and corporate bonds. 62363 The outflows result mainly from investments in government and corporate bonds.64Supplemental cash flow information65in € m. 2023 202266Net cash provided by (used in) operating activities includes:67Income taxes paid (received), net 253 348 68Interest paid 14 18 69Interest received 97 20 70Dividends received 17 8 71Cash and bank balances:72Cash 0 0 73Bank balances on demand 1,266 1,795 74Total cash and cash equivalents 1,266 1,795 75Time deposits 147 183 76Total cash and bank balances 1,414 1,979 77 78To our 79Shareholders80Summarised 81Management Report82Consolidated 83Financial Statements Compensation Report Corporate Govern-84ance Statement85Supplementary 86Information DWS 2023 Annual Report87 88Consolidated Financial Statements8976 Consolidated Statement of Cash Flows