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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1Who We Are2GRI 2-1; 2-6; 3-33We are aspiring to be a leading asset manager with € 896 billion in assets under 4management (AuM) as of 31 December 2023. We are headquartered in Germany with 5approximately 4,500 employees operating globally.The Group consists of 75 consolidated 6entities, of which 47 are subsidiaries and 28 consolidated structured entities, with DWS KGaA 7as the parent holding company. DWS KGaA has no branches of its own. However, six of our 8subsidiaries have a total of 24 branches across all regions including 14 branches in EMEA, 9eight in the Americas and two in Asia Pacific. These branches mainly provide distribution and 10supporting services.11We serve a diverse client base of retail and institutional investors worldwide, with a strong 12presence in our home market in Germany. These clients include large government 13institutions, corporations and foundations as well as millions of individual investors. We are 14the holding company of a Group including regulated asset managers which act as fiduciary 15for their clients, and we are conscious of our societal impact. Furthermore, responsible 16investing has been an important part of our heritage for more than twenty years, and we are 17committed to acting and investing in our clients´ best interests.18We offer individuals and institutions access to our investment capabilities across all major 19asset classes in Active, Passive including our Xtrackers range and Alternatives. Alternatives 20include real estate, infrastructure, liquid real assets and sustainable investments. In addition, 21our solution strategies are targeted to client needs that cannot be addressed by traditional 22asset classes alone. Such services include insurance and pension solutions, asset-liability 23management, portfolio-management solutions and asset-allocation advisory.24Our product offerings are managed by a global investment platform and distributed across 25EMEA (Europe, Middle East and Africa), the Americas and Asia-Pacific through a single global 26distribution network. We also leverage third-party distribution channels, including our largest 27shareholder Deutsche Bank. 28Assets under management by asset classes29Active3060%31Passive3228%33Alternatives3412%35European origin with a global perspective36 37To our Shareholders Summarised 38Management Report39Consolidated 40Financial Statements Compensation Report Corporate Govern-41ance Statement42Supplementary 43Information DWS 2023 Annual Report44 45Who We Are466