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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.

sourceHugging Faceupdated 1y agoView on Hugging Face
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AIG_75Pages_TextNeedles_page_5.txt45 linesDownload Raw Back to Text_TextNeedles
1AIG is now recognized as a leading global insurer in 2an environment of increasing global complexity, 3socio-political disruption and escalating risk.4In 2023, we delivered exceptional underwriting 5profitability and our best underwriting performance 6in recent times. We surpassed our 2022 results with 7underwriting income increasing 15% year-over-year 8to $2.3 billion and our full-year 2023 combined ratio 9improving 130 basis points year-over-year to 90.6%. 10The strength of our performance can be seen in our 11bottom-line results, with net income of $3.9 billion, 12or $4.98 per diluted share, and adjusted after-tax 13income* of $4.9 billion, or $6.79 per diluted share, 14up 33%, which drove our 2023 Return on Common 15Equity to 8.6% and Adjusted Return on Common 16Equity (Adjusted ROCE)* to 9.0%, an increase of nearly 17200 basis points year-over-year as we approach our  1810%+ Adjusted ROCE* target. 19Our General Insurance results were driven by 20continued strong underwriting, with high client 21retention and new business, as well as risk-22adjusted rate increases above loss cost trends 23across our portfolio. In 2023, Global Commercial 24Lines had substantial renewal retention of 88% 25in its in-force portfolio, as well as very strong new 26business performance. Having worked to reposition 27the business over the last several years, Global 28Commercial is now one of the most respected 29portfolios in the industry.30The significant benefit of our disciplined deployment 31of our risk framework could be seen across our 32businesses. To highlight a few, Lexington and Global 33Specialty delivered outstanding performance in 342023, as we remained very focused on investing to 35accelerate their growth and continue to deliver strong 36underwriting profitability. Lexington grew its net 37premiums written** by 17% year-over-year. 38underwriting income increase 392022-202315%40improvement in 2021 and 2022 41compared to prior year$1B42PETER ZAFFINO43Chairman & Chief Executive Officer 44American International Group, Inc. (AIG)45AIG 2023 ANNUAL REPORT      3
AmazonScience/document-haystack · CoolFace