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.
2090k
1Stakeholder How the Board engaged in 2023 Outcomes and impact2Advertisers • Received regular updates from executive directors on advertising performance and also 3marketplace trends as part of the financial performance4• Received regular presentations throughout the year about the development of Mantis, 5our in-house machine learning tool6This engagement enabled the Board to understand the opportunities and 7the challenges, and to interrogate the revenue impact of the strategy.8Approved further investment in Mantis.9Suppliers 10and partners11• Discussed contracts and relationships for major suppliers, looking at each supplier’s 12perspectives and pressures, and at the key risks to Reach and relevant mitigating actions13• Reviewed and negotiated the terms of two significant raw material suppliers14• Agreed a new IT outsourcing supplier and oversaw its implementation and rollout across 15the business 16Ongoing monitoring to make sure the benefits outweigh the risks, 17including shipping risks and changes to our carbon emissions.18We changed one significant raw material supplier this year. The potential 19environmental impact was considered before we made this change.20By moving to a new IT outsourcing supplier it was determined that 21there would be a significant reduction in cost, improved automation, 22enhanced efficiencies and a more streamlined service.23Shareholders • Held an AGM in May 2023, providing an opportunity for shareholders to interact with directors 24and ask questions25• Held a General Meeting in November 2023 to approve a capital reduction of the Company’s 26share premium account27• The Chairman held meetings with institutional shareholders to discuss topics such as 28governance, risk and remuneration29• The Remuneration Committee Chair met with institutional shareholders to discuss the 2024 30Remuneration Policy31• The CEO and CFO held investor roadshows and results of briefings for the full-year and half-year 32results, involving presentations and Q&A sessions for analysts33• Reviewed reports and received presentations from brokers and the Investor Relations Director on 34shareholder feedback and market perceptions35Engagement activities provide opportunities for the Board to 36communicate its strategy and financial performance and to 37understand shareholder views and perceptions.38The 2024 Remuneration Policy can be found on pages 107 to 115 39and shareholders will be asked to approve this at the 2024 AGM.40The capital reduction became effective on 18 December 2023, which 41means the full amount from the Company’s share premium account 42can now be utilised as distributable reserves.43Pension funds 44and members45• Regularly discussed the triennial valuations alongside lawyers and advisers for support The 2019 and 2022 triennial valuations for the MGN pension scheme 46were concluded and the schedule of contributions has been agreed 47with the trustees. Discussions with the other pension scheme Trustees for 48the 2022 triennial review are expected to be completed by the 31 March 492024 due date.50Government 51and regulators52• Received regular regulatory updates from the CEO and Head of External Communications 53covering topics such as the Online Safety Bill, the Digital Competition Bill and Ofcom’s 54consultation on the BBC’s operating licence55• Through the CEO’s chairmanship of the News Media Association, the Board received regular 56updates regarding the views and concerns of the Government, regulatory authorities, industry 57bodies and other organisations on political, legal and regulatory matters58Government policies and regulation in areas such as competition and 59technology can affect our ability to operate effectively. We will continue 60to engage with the Government and other stakeholders to make sure 61our views feed into policymaking. 62S172 statement continued638764Reach plc Annual Report 2023Strategic Report Governance Financial Statements Other Information65The secret animal #2 is a "penguin".