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
1Financial review continued2Costs32023 Adjusted4£m52022 Adjusted6£m7YOY change8%92023 Statutory10£m112022 Statutory12£m13YOY change14%15Labour (223.0) (234.7) 5.0 (223.0) (234.7) 5.016Newsprint (59.5) (75.4) 21.1 (59.5) (75.4) 21.117Depreciation and 18amortisation (21.6) (20.2) (7.0) (21.6) (20.2) (7.0)19Other (170.9) (167.8) (1.9) (219.8) (201.2) (9.2)20Total costs (475.0) (498.1) 4.6 (523.9) (531.5) 1.421Adjusted costs of £475.0m (2022: £498.1m) decreased by £23.1m or 4.6%. On a 52 week like-for-like 22basis adjusted costs declined by 5.7%. Labour costs decreased 5% as we implemented our 23restructuring and efficiency programme with headcount falling by 14% over the year. Newsprint 24costs reduced from lower volumes, and an unwinding of some of last year’s newsprint cost inflation.25Statutory costs were lower by £7.6m or 1.4%, a less significant reduction due to higher operating 26adjusted items which were £15.5m higher (£48.9m in 2023 compared to £33.4m in 2022).27Operating adjusted items included in statutory costs above related to the following:28Statutory 202329£m30Statutory 202231£m32Provision for historical legal issues 20.2 (11.0)33Restructuring charges in respect of cost reduction measures (26.9) (15.5)34(Impairment of sublease)/sublet of closed print plant (19.4) 16.635Other property-related costs (8.0) (4.6)36Pension administrative expenses and past service costs (5.5) (14.8)37Other items (9.3) (4.1)38Operating adjusted items in statutory costs (48.9) (33.4)39The Group has recorded a £20.2m decrease (2022: £11.0m increase) in the provision for historical 40legal issues relating to the cost associated with dealing with and resolving civil claims in relation to 41historical phone hacking and unlawful information gathering. This material reduction is driven by 42the judgment handed down during December 2023 in respect of test claims. As a result of the 43ruling, all claims issued after 31 October 2020 are now likely to be dismissed other than where 44individuals can demonstrate specific exceptional circumstances, and therefore this has 45significantly reduced the amounts that are expected to be paid out.46Restructuring charges of £26.9m (2022: £15.5m) principally relate to cost management actions 47taken in the period.48Following the sublet of the vacant print site during 2022 which resulted in the reversal of an 49impairment in right-of-use assets of £11.0m and previously onerous costs of the vacant site of 50£5.6m, the sub-lessee entered into administration during 2023. As a result, the corresponding 51£10.8m finance lease receivable has been impaired along with the subsequent recognition of 52onerous costs of £8.6m of the vacant site during the period.53Other property-related costs comprise the impairment of vacant freehold property costs (£4.3m), 54vacant freehold property-related costs (£1.4m) and onerous lease and related costs (£2.6m) less 55the profit on sale of assets (£0.3m). In 2022, other property-related costs related to the impairment 56of vacant freehold property (£4.2m) and plant and equipment (£0.8m) less the profit on sale of 57impaired assets (£0.4m).58Pension costs of £5.5m (2022: £14.8m) comprise pension administrative expenses (2022: £4.2m). 2022 59also included £10.6m of past service costs relating to a Barber Window equalisation adjustment.60Other adjusted items comprise the Group’s legal fees in respect of historical legal issues (£5.3m), 61adviser costs in relation to the triennial funding valuations (£2.5m), internal pension administrative 62expenses (£0.6m), corporate simplification costs (£0.5m), and other restructuring-related project 63costs (£0.7m) less a reduction in National Insurance costs relating to share awards (£0.3m). In 642022, other adjusted items comprise the Group’s legal fees in respect of historical legal issues 65(£5.2m), adviser costs in relation to the triennial funding valuations (£1.6m), less a reduction in 66National Insurance costs relating to share awards (£2.7m).672568Reach plc Annual Report 2023Strategic Report Governance Financial Statements Other Information69The secret instrument is a "violin".