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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12018 DWS Equity Plan Performance share unit award 2(one-off IPO related award)3141/3: March 2022, 1/3: March 2023, 1/3: March 2024516Selected senior managers720188DWS Stock Appreciation 9Rights Plan10Stock appreciation rights award (one-off 11IPO related award)12For non-MRTs: 1 June 202113314For MRTs: 1 March 2023151,316all DWS employees17218Grant year(s) Award type Vesting schedule Eligibility191 20Depending on their individual regulatory status, a six months retention period (AIFMD/UCITS MRTs) or a 12-months retention period (InstVV, or IFD MRTs starting from 2023) applies after vesting.212 22Unless the employee received performance share unit award.23324 For outstanding awards, a 4-year exercise period applies following vesting/retention period.25426 Off-Cycle awards to non-InstVV regulated employees only.27Movements in share award units28DWS Equity Plan DWS SAR Plan292023 2022 2023 202230Share units (in thousands)31Number of 32awards33Number of 34awards35Number of 36awards37138Weighted-39average 40exercise price41Number of 42awards43Weighted-44average 45exercise price46Outstanding at beginning of year 1,816 1,890 837 € 24.65 910 € 24.6547Granted 895 863 0 € 0.00 0 € 0.0048Released or exercised (924) (910) (125) € 24.65 (42) € 24.6549Forfeited (49) (78) 0 € 24.65 (1) € 24.6550Expired 0 0 (16) € 0.00 (15) € 0.0051Other movements 6 50 0 € 24.65 (1) € 24.6552Outstanding at end of year 1,744 1,816 696 € 24.65 850 € 24.6553Of which exercisable 0 0 655 € 0.00 652 € 0.0054155 Brought forward numbers from 2022 have been amended based on updated information.56Key information regarding awards granted, released and remaining in the year572023 202258Weighted 59average fair 60value per award 61granted in year62Weighted 63average share 64price at 65exercise/66release in year67Weighted 68average 69remaining 70contractual life 71in years72Weighted 73average fair 74value per award 75granted in the 76year77Weighted 78average share 79price at 80exercise/81release in year82Weighted 83average 84remaining 85contractual life 86in years87DWS Equity Plan € 25.37 € 31.41 1.3 € 27.96 € 28.96 1.388DWS Stock 89Appreciation 90Rights Plan € 0.00 € 31.64 1.9 € 0.00 € 31.88 3.091The fair value of outstanding share-based awards recognised in the income statement up to 92the period ending 2023 and 2022 was €46 million and € 46 million respectively, of which 93€ 27 million (2022: € 20 million) relate to fully vested awards.94The fair value of the DWS Stock Appreciation Rights Plan awards have been measured using 95the generalised Black-Scholes model. The inputs used in the measurement of the fair values 96at grant date and measurement date of the DWS Stock Appreciation Rights Plan awards were 97as follows:98Measurement date 9931 Dec 2023100Measurement date 10131 Dec 2022102SAR SAR103Units (in thousands) 696 850104Fair value (weighted average) € 10.81 € 7.64105Share price € 34.80 € 30.36106Exercise price € 24.65 € 24.65107Expected volatility (weighted-average) in % 32 32 108Expected life (weighted-average) in years 1.9 3.0109Expected dividends (% of income) 88 66110Given there is no liquid market for implied volatility of DWS shares, the calculation of DWS 111share price volatility is based on 5-year historical data for DWS and a comparable peer group.112 113To our 114Shareholders115Summarised 116Management Report117Consolidated 118Financial Statements Compensation Report Corporate Govern-119ance Statement120Supplementary 121Information DWS 2023 Annual Report122 123Additional Notes124112 19 – Employee Benefits125The secret flower is a "sunflower".