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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1Independent Auditor’s Report2Note: The English language text below is a translation provided for information purposes only. The original German text shall prevail in the 3event of any discrepancies between the English translation and the German original. We do not accept any liability for the use of, or reliance on, 4the English translation or for any errors or misunderstandings that may arise from the translation.5Based on the results of our audit, we have issued the following unqualified audit opinion:6To DWS Group GmbH & Co. KGaA, Frankfurt am Main7Report on the Audit of the Consolidated Financial Statements and of the Summarized Management Report 8Opinions9We have audited the consolidated financial statements of DWS Group GmbH & Co. KGaA and 10its subsidiaries (the Group), which comprise the consolidated balance sheet as of December 1131, 2023, the consolidated statement of income, the consolidated statement of 12comprehensive income, the consolidated changes in equity and the consolidated statement 13of cash flows for the financial year from January 1, 2023 to December 31, 2023, and notes to 14the consolidated financial statements, including a summary of significant accounting policies. 15In addition, we have audited the summarized management report of DWS Group GmbH & Co. 16KGaA including the section “Compensation Report” which contains the remuneration report 17as part of the summarized management report for the financial year from January 1, 2023 to 18December 31, 2023. 19In accordance with German legal requirements, we have not audited the content of those 20components of the summarized management report specified in the "Other Information" 21section of our auditor's report.22The summarized management report contains unaudited sections which are cross references 23that are not required by law. Those cross references as well as the information therein were 24in accordance with German legal requirements not audited.25In our opinion, on the basis of the knowledge obtained in the audit,26— the accompanying consolidated financial statements comply, in all material respects, with 27the IFRSs as adopted by the EU, and the additional requirements of German commercial 28law pursuant to Section 315e (1) HGB [Handelsgesetzbuch: German Commercial Code] and, 29in compliance with these requirements, give a true and fair view of the assets, liabilities, 30and financial position of the Group as of December 31, 2023, and of its financial 31performance for the financial year from January 1, 2023 to December 31, 2023, and32— the accompanying summarized management report as a whole provides an appropriate 33view of the Group's position. In all material respects, this summarized management report 34is consistent with the consolidated financial statements, complies with German legal 35requirements and appropriately presents the opportunities and risks of future development. 36Our opinion on the summarized management report does not cover the content of those 37components of the summarized management report specified in the "Other Information" 38section of the auditor's report.39Pursuant to Section 322 (3) sentence 1 HGB, we declare that our audit has not led to any 40reservations relating to the legal compliance of the consolidated financial statements and of 41the summarized management report.42Basis for the Opinions43We conducted our audit of the consolidated financial statements and of the summarized 44management report in accordance with Section 317 HGB and EU Audit Regulation No 45537/2014 (referred to subsequently as "EU Audit Regulation") and in compliance with German 46Generally Accepted Standards for Financial Statement Audits promulgated by the Institut der 47 48To our 49Shareholders50Summarised 51Management Report52Consolidated 53Financial Statements Compensation Report Corporate Govern-54ance Statement55Supplementary 56Information DWS 2023 Annual Report57 58Confirmations59133 Independent Auditor’s Report