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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1PREPARING OUR BUSINESS 2FOR THE CHANGING CLIMATE3There is an overwhelming body of evidence 4that climate change is already causing 5destruction, damage and loss of life globally.6Our industry is currently undergoing a shift 7from being largely print-based to primarily 8digital. Climate impacts to both print and 9digital-based business remain relevant for 10Reach and their management is key to ensure 11the resilience of operations. Hence, we are 12assessing climate impacts in the context of 13these changes.14Businesses are exposed to physical climate 15risks, including asset damage due to extreme 16climate events, often resulting in additional 17costs and delays from operational and supply 18chain disruption, as well as the risks associated 19with transitioning to a green economy and 20more stringent policies and regulations. At 21Reach, we have developed our understanding 22of the most relevant risks and are working on 23their management.24Taking action on climate change also presents 25businesses with opportunities to ensure 26sustainable growth and improve overall 27resilience to future changes – and these are 28particularly strong for Reach as we transition 29to become a digitally-focused business.30We have made much progress in better 31understanding our current and future 32climate-related risks and are continuing 33the work we started in 2022 to ensure that 34our business remains resilient in the face of 35climate uncertainty.36Summary of our work in 202337In 2022, we carried out our initial qualitative 38Climate Scenario Analysis (CSA), which 39involved a desk-based study and two 40stakeholder workshops. The qualitative CSA 41included the analysis of risks and opportunities 42using different time horizons and two climate 43scenarios. We identified three key risks – one 44physical (flooding that impacts directly and 45indirectly on our operations), and two 46transitional (carbon and energy pricing). 47We also identified a key opportunity for our 48business, which is our strategy to become 49a more sustainable digital business.50Following our work in 2022 to identify our 51most material physical and transition risks, 52we quantified these risks in 2023. This has 53improved our understanding of the risks, 54started to identify the potential financial 55implications on our business and tested 56the resilience of our strategy under 57multiple climate scenarios.58We also continued to calculate our full 59carbon footprint, enabling us to understand 60how and where we need to make changes 61and investments to reduce our impact on 62the climate and our exposure to emission-63related risks. Reach retains relevant records 64of previous and ongoing work to support the 65TCFD disclosure.66Consistency with TCFD and CFD67We began reporting voluntarily against 68the recommendations of the Task Force on 69Climate-related Financial Disclosures (TCFD) in 70our 2021 Annual Report. This is our second year 71of mandatory reporting of TCFD and our work 72in this area continues to expand. Additionally, 73from this year, Reach is also required to align 74its climate financial disclosures with the 75Companies (Strategic Report) (Climate-related 76Financial Disclosure) Regulations 2022, also 77known as CFD.78Following from progress made this year, 79we are fully consistent with seven of TCFD’s 80recommendations and partially with the other 81four, as well as fully complying with all of the 82CFD requirements displayed in the table on the 83next page.84As a UK premium-listed company, we 85report on a ‘comply or explain’ basis against 86the recommendations of the TCFD. This is 87consistent with the requirements of the UK’s 88Financial Conduct Authority. Reach has taken 89into account all of the guidance specified by 90the Listing Rule 9.8.6R(8). Reach follows the 91’Guidance for All Sectors’ TCFD 92recommendations.93This section of the Annual Report has been 94tailored to account for relevant guidance and 95the table below outlines our alignment to both 96TCFD and CFD.97Task Force on Climate-related Financial Disclosures (TCFD)985499Reach plc Annual Report 2023Strategic Report Governance Financial Statements Other Information