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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1Complementary Information2[Disclosures in Accordance with Article 8 Taxonomy 3Regulation and Delegated Regulation (EU) 2021/2178]4Background5We report under Article 8 of Regulation (EU) 2020/852 (“Taxonomy Regulation”) as a financial 6undertaking and disclose how and to what extent our activities are associated with economic 7activities that qualify as environmentally sustainable under Articles 3 and 9 Taxonomy 8Regulation.9The details of the KPI to be disclosed under Art. 8 Taxonomy Regulation are set out in a 10delegated act (Delegated Regulation (EU) 2021/2178 (“Delegated Regulation”)). The Delegated 11Regulation differentiates between non-financial undertakings and financial undertakings in 12terms of the reporting requirements and content of the disclosure. Even though DWS KGaA 13does not qualify as a financial undertaking pursuant to Article 1 (8) Delegated Regulation, we 14are engaged in financial activities as the activities performed by several of our subsidiaries are 15those of an asset manager or an investment firm. Consequently, as the KPI for non-financial 16undertakings would not appropriately demonstrate to what extent our economic activities are 17sustainable under the Taxonomy Regulation, we are reporting under Article 8 Taxonomy 18Regulation as a financial undertaking. We are further reporting the KPI for asset managers as 19it most appropriately reflects our underlying business model.20Article 10 Delegated Regulation provides a phasing-in of the disclosure requirements. From 211 January 2022 until 31 December 2023, financial undertakings were only required to disclose 22their exposure to Taxonomy-eligible and non-eligible investments, central governments, 23central banks and supranational issuers, derivatives and undertakings that are not obliged to 24publish information pursuant to the Non-Financial Reporting Directive (NFRD) – hereafter 25referred to as “Non-NFRD Undertakings” – in relation to their total assets. We reported 26accordingly in our 2022 Annual Report.27From 1 January 2024 financial undertakings must disclose their Taxonomy KPI as specified in 28the relevant applicable Annexes to the Delegated Regulation, including certain accompanying 29information. Consequently, in this Annual Report we disclose the information to be reported 30by asset managers as specified in Annex III in the template format set out in Annex IV about 31the Taxonomy-alignment, Taxonomy-eligibility and Taxonomy-non-eligibility of our 32investments as well as the qualitative disclosures according to Annex XI Delegated 33Regulation.34As of 1 January 2023, financial undertakings and non-financial undertakings also must 35disclose information on their exposure to certain nuclear and fossil gas related activities 36covered by the Taxonomy Regulation in accordance with Annex XII Delegated Regulation. 37However, the calculation of KPI is subject to the availability of sufficient reported data for our 38investments. Due to the limited availability of relevant data at the date of publication of this 39Annual Report, we report each nuclear and fossil gas activity listed in template 1 of Annex XII 40Delegated Regulation with “yes”, as we cannot rule out exposure to such activities. However, 41we have not included the information on Taxonomy-alignment, Taxonomy-eligibility, and 42Taxonomy-non-eligibility of our investments in the nuclear and fossil gas activities covered by 43the Taxonomy Regulation as per Annex XII Delegated Regulation in this Annual Report.44On 21 November 2023 the Delegated Regulation (EU) 2023/2486 containing technical 45screening criteria for the four non-climate objectives of the Taxonomy Regulation was 46published. These four objectives are: (1) sustainable use and protection of water and marine 47resources, (2) transition to a circular economy, (3) pollution prevention and control and (4) the 48protection and restoration of biodiversity and ecosystems. This Delegated Regulation (EU) 492023/2486 applies from 1 January 2024.50The Delegated Regulation (EU) 2023/2485 which was also published on 21 November 2023, 51establishes additional technical screening criteria for supplementary economic activities 52contributing to the two climate objectives of the Taxonomy Regulation (climate change 53mitigation and climate change adaptation). The additional technical screening criteria 54concern economic activities in the transportation sector as well as desalination and services 55for preventing and responding to climate-related disasters and emergencies. This Delegated 56Regulation (EU) 2023/2485 also generally applies from 1 January 2024.57The continuous development of the Taxonomy Regulation is reflected in the disclosure 58requirements for entities in scope of Article 8 Taxonomy Reporting, albeit allowing a phased-59in disclosure. Acknowledging the need to obtain relevant data from investees, financial 60undertakings from 1 January 2024 until 31 December 2025 are only required to disclose the 61proportion in their covered assets of exposure to Taxonomy-eligible and non-eligible 62economic activities pursuant to the Delegated Regulation (EU) 2023/2486 and the new 63 64To our Shareholders Summarised 65Management Report66Consolidated 67Financial Statements Compensation Report Corporate Govern-68ance Statement69Supplementary 70Information DWS 2023 Annual Report71 72Complementary Information7366 Disclosures in Accordance with Article 8 Taxonomy Regulation and Delegated Regulation (EU) 2021/2178