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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1Responsible business continued2Operating with integrity3Working together to achieve a safe 4working environment5We understand that engagement is essential 6to improving health and safety across every 7area of our organisation. With this in mind, 8we continue to engage with our employees 9across all departments to ensure that our 10safety messages and culture are embedded. 11Our goal is to ensure that our teams feel 12personally invested in Reach’s safety 13objectives and goals. We believe that this 14approach will help us create a safer and 15more productive workplace for everyone.16Reach is a dynamic organisation with two key 17operations: Reach Publishing, which covers 18newsgathering and commercial activities, 19and Reach Printing Services. In 2023, the two 20operations continued to grow closer together, 21with their respective health and safety units 22becoming aligned and working closely 23together to standardise and share 24best practices.25Our commitment to health and safety was 26recognised in 2023 when both health and 27safety teams achieved the RoSPA Order of 28Distinction Award – the 19th consecutive 29Gold for Reach Plc.302023 also saw the move to a single 31certification for the ISO standards across 32Reach Printing Services, with all sites now 33certified to ISO 9001 (Quality Management), ISO 3414001 (Environmental Management) and ISO 3545001 (Occupational Health and Safety). With a 36single certification confirmed by an accredited 37certification body, Reach Printing Services has 38shown its commitment to health and safety 39and the confirmation of a single process to 40control, manage and improve safety across its 41print sites, emphasising employee participation 42and management involvement.43In addition, we prioritise online safety, with 44a dedicated Online Safety Editor leading the 45way internally and with external bodies and 46decision-makers. While this is most frequently 47concerning our people’s mental wellbeing, 48there is a physical safety aspect too, which 49sees the Online Safety Editor working closely 50with our security team and Health & Safety 51to put additional protections in place when 52necessary. For more on online safety, 53see page 41.54Key changes we’ve made55This year, we’ve continued to gather the 56latest news stories across the globe, from 57reporting from war zones in Ukraine and Israel 58to covering earthquakes in Marrakesh and 59Turkey, to exposing the real impact of climate 60change from glaciers in Argentina. To enhance 61the safety of our people on the ground we’ve 62been working with teams across several 63departments to create a safety travel team.64This team has rolled out a new travel risk 65assessment platform that allows us to work 66collectively to create one single assessment 67that covers all areas of risk. The process is 68open and transparent so the requester can 69track progress and feel actively part of the 70assessment process. Since the platform’s initial 71roll-out, we have seen a monthly increase in its 72use, and the user experience and approval 73process have been continuously improved 74as the tool has been integrated in both our 75national and regional teams’ practices.76In addition to the new travel platform, we have 77also streamlined some of our risk assessment 78processes by creating engaging and concise 79safety information that enables our people to 80efficiently assess risks.81We have also made improvements to our fire 82safety processes by adopting a new, shared, 83digital fire risk assessment, which has helped 84us reduce risk quicker and communicate the 85assessment more efficiently.86Health and safety performance 87in 202388In 2023, information on four accidents 89reportable according to Reporting of Injuries, 90Diseases and Dangerous Occurrences 91Regulations 2013 (RIDDOR) was passed to the 92Health and Safety Executive – an increase of 93one from 2022’s data.94We investigated each event and acted 95accordingly. All four were reported under the 96‘over-seven-day incapacitation’ requirement. 97This is when an employee is off work or not able 98to perform their normal duties for seven days 99or more as a result of a workplace accident.100Reportable accidents under RIDDOR1012019 2020 2021 2022 2023102RIDDOR events 103per year 2 1 3 3 4104Health and safety 105enforcement activity106No health and safety enforcement action was 107taken against Reach in 2023.108Planning for the future109At Reach, we’re committed to creating the 110safest working environment possible. That’s 111why we have a rolling two-year roadmap for 112health and safety, and we’re always looking for 113ways to continuously improve this, including 114benchmarking ourselves against other leading 115media outlets and also across other industries.11639117Reach plc Annual Report 2023Strategic Report Governance Financial Statements Other Information