On the State of German (Abstractive) Text Summarization
Paper • 2301.07095 • Published
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https://web.archive.org/web/2012081819id_/http://goal.blogs.nytimes.com/2012/08/18/midfielder-makes-timely-return-to-u-s-national-team/ | The midfielder Brek Shea entered the game with Mexico in the 78th minute and promptly made a smooth move that led to the only goal in a historic victory. | newsroom-24 | 1.666667 | Was the United States’ unprecedented victory over Mexico on Wednesday significant or merely a meaningless exhibition played at the cavernous and half-empty Azteca Stadium? “I think it’s a confidence builder,” midfielder Brek Shea said in a telephone interview from Salt Lake City, where he was preparing for Saturday’s ... | medium |
https://web.archive.org/web/2013031319id_/http://newsfeed.time.com/2013/03/08/reading-while-eating-for-mar-8-jobs-for-everyone/ | In today's must-read links for your lunch break: the unemployment rate is down, but the trailer for the final installment of 'The Hangover' trilogy is up. | newsroom-25 | 1 | Job seekers speak to representatives of employers at a job fair at the Jewish Community Center in Manhattan on March 6 in New York City. Unemployment Rate Falls to 7.7%. The drop is due to the addition of 236,000 jobs in February, in spite of sluggish GDP growth. (TIME.com) Growing Up in the World’s Deadliest City. 1... | low |
https://web.archive.org/web/2015030519id_/http://www.cnn.com/2015/03/05/world/boko-haram-nigeria-raid/index.html | Suspected Boko Haram gunmen shot dead and slit the throats of 68 residents of a village in northeast Nigeria, according to survivors and vigilante sources. | newsroom-26 | 0.962963 | The attackers then burned down the entire village of Njaba, the sources said. Dozens of gunmen invaded the remote northeastern village before dawn Tuesday, singling out boys and girls between the ages of 13 and 19 and killing them alongside their parents, witnesses said. Njaba village lies about 65 kilometers (40 mil... | low |
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http://web.archive.org/web/20150907210648id_/http://www.cnbc.com/2014/10/28/market-pushes-back-fed-rate-hike-expectations-survey.html | A month of worrisome headlines has markets believing in a more dovish Federal Reserve, according to the latest CNBC Fed Survey. | newsroom-34 | 1.130435 | However, market participants do not seem to be factoring in much risk to the U.S. economy from the recent round of negative headlines. Participants still see 2.9 percent growth next year, unchanged from the September survey, and about 70 basis points better than this year. They also forecast a very low probability of r... | medium |
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https://web.archive.org/web/2010112819id_/http://money.cnn.com/2010/11/26/markets/stocks_lookahead/index.htm | Investors are waiting to hear how the big department stores and retail chains fared, in order to take the pulse on consumer confidence and spending as the holiday shopping season takes off. | newsroom-36 | 1.558824 | NEW YORK (CNNMoney.com) -- Black Friday, the first major shopping day of the holiday retail period, has come and gone. Now stock investors searching for clues about consumer spending will look closely at how the big stores fared. The holiday period accounts for about 35% of an average retailer's revenue, and 10% of h... | medium |
https://web.archive.org/web/2015061019id_/http://www.cbc.ca/stevenandchris/health/workout-snacks | To get the most out of your workout — before and after — Peggy Kotsopoulos shares her quick and easy exercise snacks! | newsroom-37 | 1 | Try these tasty and low-maintenance snacks to get a good energy boost before you get your sweat on! :::Pre-workout snacks | Steven and Chris::: http://www.cbc.ca/stevenandchris/content/images/__common/_slideshow/_fullslide/pre-workout-energizer-drink.jpg::: This drink has ALL the energy you need to fuel your workouts... | medium |
https://web.archive.org/web/2014071119id_/http://www.nbc.com/grimm/episode-guide/season-3/blonde-ambition/321 | As Monroe and Rosalee prepare for their long-awaited wedding day, Adalind hatches a scheme to throw Nick's entire world into utter chaos. | newsroom-38 | 1.074074 | While Monroe and Rosalee make the final preparations for their wedding ceremony, Captain Renard is hard at work tracking Adalind's whereabouts. He knows she's up to something, but what? In a storage unit across town, Adalind is putting the final touches on a potion that will temporarily transform her into Juliette so t... | medium |
End of preview. Expand in Data Studio
To create this dataset, the test split of the Newsroom dataset (2) was filtered as follows:
- The Cleaner by Aumiller et al. (1) available at https://github.com/dennlinger/summaries/tree/main was applied to the dataset with the following settings: min_length_summary = 18; min_length_reference = 250; length_metric = "whitespace".
- All article-summary pairs with density > 2 were removed. This means that all summaries contained in the dataset are more on the abstractive side.
After these filtering steps, 10k random saples were selected and kept in this dataset. All other samples were removed.
Furthermore:
Each line break ("\n") contained in an article or a summary was replaced by an empty space (" ")
Columns 'date', 'density_bin', 'url', 'compression', 'coverage_bin', 'coverage' and 'title' were removed from the dataset. Column 'summary' was renamed to 'reference-summary'. Column 'id' was added, and every sample was given the unique ID newsroom-n, with n starting from 1 and incrementing.
Following HTML escape strings found in the summaries were replaced by the corresponding unicode chatarchters:
- “
- ”
- ’
-
- –
- —
- £
- "
- &
- ’
- &8220;
- &8221;
(1): Aumiller, D., Fan, J., & Gertz, M. (2023). On the State of German (Abstractive) Text Summarization. arXiv preprint arXiv:2301.07095.
(2): Grusky, M., Naaman, M., & Artzi, Y. (2018). Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies. arXiv preprint arXiv:1804.11283.
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