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N Legal NLP Dataset With Over 39,000 Examples Released
Legal datasets are extremely expensive because lawyers are, and this has bottlenecked legal NLP.
To address this, we release the Merger Agreement Understand Dataset (MAUD), with over 39,000 multiple-choice reading comprehension examples for 152 merger agreements that have been manually labeled by legal experts. The dataset was created with the help of the American Bar Association; without their help the dataset would have cost over $5,000,000 to create.
MAUD has substantial room for improvement and can could serve as a research challenge for NLP researchers without any legal background.
Dataset and Baselines: https://github.com/TheAtticusProject/maud/
Paper: https://arxiv.org/abs/2301.00876
/r/MachineLearning
https://redd.it/103b1ck
8 ways to divide The Netherlands
/r/MapPorn
https://redd.it/1031ucc
Summary of UK weather and climate in 2022, it was the warmest year on record and overall the mean temperature exceeded 10°C (50°F) for the first time ever! It was also drier and sunnier than average. [OC]
/r/dataisbeautiful
https://redd.it/1023pd7
Historical Average Monthly Inflation Shows That Inflation is Typically Lower at End of Year 1950-2022 CPI-U Annualized [OC]
/r/dataisbeautiful
https://redd.it/102hf0z
[OC] Countries with HDI higher than 0.850.
/r/dataisbeautiful
https://redd.it/102cafa
Loadshedding (rotating power blackouts) in South Africa over 8 years (update) [OC]
/r/dataisbeautiful
https://redd.it/102bllx
[OC] Animated GIF showing the rise of Drug Mortality in US States on a Grid Cartogram (1999 to 2020) in a Neptyne Spreadsheet
https://redd.it/1034nye
@datascientology
The Films With The Longest Time Gaps Between Original And Sequel [OC]
/r/dataisbeautiful
https://redd.it/1036abg
[OC] The most popular websites in every country (excluding Google, YT, FB, other search engines and other inappropriate sites for a more insightful map)
/r/dataisbeautiful
https://redd.it/1030g3i
Colouring the triangular numbers with modulo 21
/r/mathpics
https://redd.it/x8b14m
Colouring the triangular numbers with modulo N from N=10 to 1500
/r/mathpics
https://redd.it/xae55y
Avatar 2 is currently on track to beat Avatar 1 as the highest grossing movie of all time.
https://www.reddit.com/r/boxoffice/comments/102a55h/avatar_2_trending_to_surpass_first_movie_in_the/?utm_source=share&utm_medium=android_app&utm_name=androidcss&utm_term=1&utm_content=share_button
/r/dataisbeautiful
https://redd.it/102awqz
Top 100 Most Valuable Turkish Brands 2022
https://redd.it/1000f32
@datascientology
Map showing the relationships between some US & EU government bodies & international institutions.
/r/Infographics
https://redd.it/102k32t
2022 Dec winter event power outage time-lapse [OC]
/r/dataisbeautiful
https://redd.it/103dlvj
The Longest Lasting Cars, in Miles
/r/visualization
https://redd.it/102d3hu
Effective Minimum Wage of US States (Adjusted to 2020 USD) from 1968-2020 [OC]
/r/dataisbeautiful
https://redd.it/101ps0l
[OC] Snow persistence across the contiguous U.S. (2001-2020)
/r/dataisbeautiful
https://redd.it/102exls
What season do TV shows typically degrade in quality (as measured by IMDB ratings)? [OC]
/r/dataisbeautiful
https://redd.it/102gprd
What is the lowest-carbon protein?
https://www.bbc.com/future/article/20221214-what-is-the-lowest-carbon-protein
/r/dataisbeautiful
https://redd.it/102smbw
[OC] Data visualizations on r/dataisbeautiful based on the top 100 upvoted posts of 2022
/r/dataisbeautiful
https://redd.it/1038snt
Current Snow Base Depth at Ikon and Epic Pass Resorts [OC]
/r/dataisbeautiful
https://redd.it/102ufi5
[OC] Which countries lost more soldiers in WW1 vs WW2
/r/dataisbeautiful
https://redd.it/103411c
All Bicycle Paths in the Netherlands [OC]
/r/dataisbeautiful
https://redd.it/1033z02
The (true) Order In The Distribution Of Primes : 4*n +- 1 Visualized
/r/mathpics
https://redd.it/x8roqq
[OC] traffic density heatmap, hamburg
/r/dataisbeautiful
https://redd.it/102kbku
Countries that drive on the LEFT or RIGHT
/r/MapPorn
https://redd.it/102jqbj
2022 Asset Return [OC]
/r/dataisbeautiful
https://redd.it/102o8fo
[OC] Estimated Excess Mortality during COVID in the United States, China, Russia, and 8 European Countries
/r/dataisbeautiful
https://redd.it/102drjc