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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1Supplementary Information on DWS Group GmbH & Co. 2KGaA according to German Commercial Code3We chose the option of publishing a summarised management report in accordance with 4Section 315 (5) in conjunction with Section 298 (2) of the German Commercial Code. 5Supplementary to our Group reporting, this section provides details on the performance of 6DWS KGaA.7In contrast to the consolidated financial statements, the single entity financial statements of 8DWS KGaA are not prepared in accordance with International Financial Reporting Standards 9(IFRS), but with the German Commercial Code (HGB) and the supplementary provisions of the 10German Stock Corporation Act (AktG).11Results of Operations of DWS KGaA12Change from 202213in € m. (unless stated otherwise) 2023 2022 in € m. in %14Income from profit pooling agreements 633 540 93 17 15Income from participating interests 197 222 (25) (11) 16Impairment on financial assets and on securities held as 17current assets 7 71 (64) (90) 18Other income 177 144 33 23 19Staff expenses 46 35 11 33 20Other operating expenses 234 250 (16) (6) 21Other interest and similar income 20 2 17 N/M22Interest and similar expenses 29 5 24 N/M23Income taxes 169 135 34 25 24Net income 541 412 129 31 25Profit carried forward from the previous year 222 220 2 1 26Withdrawals from the capital reserve 800 0 800 N/M27Distributable profit 1,564 632 931 147 28The business purpose of DWS KGaA as parent company of the Group is the holding of 29participations in and the management and support of a group of financial services providers. 30DWS KGaA itself is not active in the operating asset management business. 31Significant financial income components of DWS KGaA are from profit pooling agreements 32and participating interests. Earnings therefore largely depend on the performance of our 33subsidiaries. 34Income from profit pooling agreements with German subsidiaries increased by € 93 million to 35€ 633 million in 2023, mainly due to higher profit transferred from DWS Beteiligungs GmbH. 36Income from participating interests amounted to € 197 million in 2023 and mainly included 37dividends from DWS Investments UK Limited, DWS USA Corporation and DWS Investments 38Singapore Limited.39Impairment on financial assets and securities held as current assets amounted to € 7 million 40compared to € 71 million in the previous year and related to our participating interests.41Other income was € 177 million compared to € 144 million in 2022. The increase mainly 42related to higher income from recharging service and infrastructure expenses including 43transformational charges to our subsidiaries. 44Staff expenses increased by € 11 million to € 46 million mainly due to higher salary and 45related expenses due to an increased number of employees and higher severances. 46Other operating expenses decreased by € 16 million to € 234 million, mainly due to 47decreased expenses for professional services and lower losses from derivatives on our share 48price-linked equity-based compensation, partly offset by higher transformational IT costs. 49Other interest and similar income amounted to € 20 million. The increase of € 17 million 50compared to previous year was mainly driven by increased interest income from current 51accounts and from loans granted to subsidiaries. Interest and similar expenses increased by 52€ 24 million to € 29 million, mainly due to higher interest expenses for borrowings from 53subsidiaries as well as for the cash pool established in 2023 within DWS KGaA and its major 54German subsidiaries to concentrate EUR liquidity.55Income tax expense of € 169 million consisted of € 117 million current tax expense and 56deferred tax expense of € 52 million. Income tax expense increased by € 34 million mainly 57driven by increased income from profit pooling agreements with German subsidiaries in 2023.58Net income increased by € 129 million to € 541 million in 2023.59 60To our Shareholders Summarised 61Management Report62Consolidated 63Financial Statements Compensation Report Corporate Govern-64ance Statement65Supplementary 66Information DWS 2023 Annual Report67 68Our Performance Indicators6917 Supplementary Information on DWS Group GmbH & Co. KGaA according to German Commercial Code