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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1Pillar Data point 2023 2022 20212Foster an 3inclusive culture4Employees worldwide (headcount) 6 29,582 28,940 25,5545Employees worldwide (FTE) 6 ,7 23,650 24,195 19,3146Female employees 6 13,645 13,479 11,5837% female employees 6 46% 47% 45%8Part-time employees 6 9,968 9,754 4,3289% part-time employees 6 34% 34% 17%10Median hourly pay difference between male and female colleagues 11(Gender Pay Gap) 8 4% 3% 5%12Mean hourly pay difference between male and female colleagues 13(Gender Pay Gap) 8 16% 17% 16%14Median bonus pay difference between male and female colleagues 8 44% 39% 60%15Mean bonus pay difference between male and female colleagues 8 65% 66% 63%16Females in all management positions (as % of total 17management workforce)1837% 37% 38%19Females in junior management positions (as a % of total 20junior management workforce) 39% 40% 40%21Females in technical roles 9 28% 31% 30%22Female managers in revenue generating functions 10 40% 42% 38%23UK-based employees who have confirmed being part of an ethnic 24minority background, as a percentage of UK employees that have 25reported their ethnicity 11 15% 14% 18%26UK-based employees who have confirmed as being part from an 27ethnic minority background287% 7% 10%29Employee age groups: 730<303130-503250+33Unknown3435%3547%3615%373%3837%3946%4014%413%4238%4348%4414%450%46Employee contract types: 747Permanent 1248Fixed-termed 1249Contractors 135099%510.1%521%5399%540.1%551.5%5698%571.21%581.78%59Customer Satisfaction 14 78% 60% 60%60Average hours per employee of training and development 13 8.1 10.5 61Employee turnover – all 28% 36% 32%62Employee turnover – voluntary 20% 27% 25%63Whistleblowing incidents reported and investigated 65 51 2964Whistleblowing incidents reported and investigated, broken down 65by topics66Fraud and theft67Code of conduct68Procedural non-compliance69HSSE70HR Grievance71Not provided7212733274157517647717857923801281382783184N/A85Accidents 603 624 45686Employee work-related injuries 72 112 11787Employee reportable incidents 5 5 588Public work-related incidents 5 11 989Public reportable incidents 0 2 290Robberies 50 73 36 91Incidents of anti-social behaviour 6,137 5,979 4,216 92Incidents of assault 452 240 132 93Absenteeism rate 15 4% 5% N/A94% of internal hires 23.8 19% N/A95Employee engagement score 16 77% 74% 78%96Entain plc Annual Report 202354971 Overview 8 Strategic report 88 Governance 140 Financial statements98Our ESG Key 99Performance Indicators