Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
License:
id
stringlengths 32
32
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stringclasses 3
values | hypothesis
stringlengths 15
189
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646
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listlengths 0
34
| original_id
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6
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e581869db4adf444c530284981531780 | nei | Kareena Kapoor was a commercial failure. | [source: Kareena Kapoor] This initial success was followed by a series of commercial failures and repetitive roles , which garnered her negative reviews . | [
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4ccc5eb9d9157b67d27cbb3da84ba635 | refutes | Natasha Lyonne was born in 1995. | [source: Natasha Lyonne] Natasha Bianca Lyonne Braunstein ( born April 4 , 1979 ) , better known as Natasha Lyonne , is an American actress . | [
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4155c5091e3399d101fab1a16a3c9984 | refutes | The Maze Runner is a sports competition. | [source: The Maze Runner (film)] The film is the first installment in The Maze Runner film series and was produced by Ellen Goldsmith-Vein , Wyck Godfrey , Marty Bowen , and Lee Stollman with a screenplay by Noah Oppenheim , Grant Pierce Myers and T.S. Nowlin . | [
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a2f710c0017d0f13f0068e202c31e397 | nei | Oscar Isaac acted in Twilight. | [source: Oscar Hernandez] Oscar Isaac ( born 1969 ) , actor and musician , full name Oscar Isaac Hernandez | [
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fc4777788b4bcd069f92c25ede620b1e | supports | Designated Survivor (TV series) is a television show. | [source: Designated Survivor (TV series)] Designated Survivor is an American political drama television series created by David Guggenheim , starring Kiefer Sutherland , airing on ABC . | [
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0354a2fef6b644275ba652629ab27235 | nei | Pierce County, Washington is the home of a football team. | [source: Pierce County Courthouse] Pierce County Courthouse ( Washington ) , in Tacoma , Washington , one of Washington 's county courthouses | [
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7524db462d3b34ae0c32dc916d2201f5 | supports | Sabbir Khan directed a movie. | [source: Sabbir Khan] In 2009 he made his directorial debut with the film Kambakkht Ishq ( 2009 ) that starred Akshay Kumar and Kareena Kapoor . | [
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a580f623d7e54f60fd6455562a655a61 | refutes | The Office (US) was filmed in front of a live audience. | [source: The Office (U.S. TV series)] To simulate the look of an actual documentary , it is filmed in a single-camera setup , without a studio audience or a laugh track . | [
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fa85e8cd984f9ea53e1bf9e01ff434ff | nei | Ted Cruz dog's name is Loser. | [source: Rafael Cruz] Ted Cruz ( born 1970 ) , full name Rafael Edward Cruz , U.S. senator | [
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03b7c01f4644069d58583f66058d0ee6 | nei | Ricardo Montalbán was a Mexican citizen. | [source: Neptune's Daughter (1949 film)] Neptune 's Daughter is a 1949 Technicolor musical romantic comedy film released by Metro-Goldwyn-Mayer starring Esther Williams , Red Skelton , Ricardo Montalbán , Betty Garrett , Keenan Wynn , Xavier Cugat and Mel Blanc . | [
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50dde0fb1530f1c07daa25d75cd47316 | nei | Japan is in a recession. | [source: Early 2000s recession] The recession affected the European Union during 2000 and 2001 and the United States in 2002 and 2003 . | [
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a7ff98bacb0614141d565c2737d3c8ec | nei | Carey Hayes is an American film producer responsible for the motion picture "The Boss Baby". | [source: The Boss Baby] The Boss Baby is a 2017 American computer-animated comedy film , loosely based on the 2010 picture book of the same name written and illustrated by Marla Frazee . | [
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84191a3e074eb846610aeb8a71151c74 | refutes | Unison (Celine Dion album) was originally released in 1977. | [source: Unison (Celine Dion album)] The album was originally released on 2 April 1990 by Columbia Records . | [
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618d3dd8914a720ccbda9ebd10b0cb84 | nei | The Maltese language is an official language of the European Union since 1993. | [source: Emanuel Benjamin Vella] Vella included the works of Malta 's first pioneers of the Maltese language , who had all contributed and worked so hard to ensure that Maltese became the official language of the Maltese Islands in 1934 . | [
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] | 123044 |
54ef63ae508bc27c053ac66ef2032608 | supports | Team Fortress 2 development was led by John Cook. | [source: Team Fortress 2] The development is led by John Cook and Robin Walker , creators of the original Team Fortress . | [
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40dbdc8d76b6f418b7b936b7ebb2548b | nei | The Baja 1000 had Mickey Thompson as a participant in 1976. | [source: Mickey Thompson] Marion Lee `` Mickey '' Thompson ( December 7 , 1928March 16 , 1988 ) was an American off-road racing celebrity . | [
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] | 223290 |
End of preview. Expand
in Dataset Viewer.
SpanEx consists of 7071 instances annotated for span interactions. SpanEx is the first dataset with human phrase-level interaction explanations with explicit labels for interaction types. Moreover, SpanEx is annotated by three annotators, which opens new avenues for studies of human explanation agreement -- an understudied area in the explainability literature. Our study reveals that while human annotators often agree on span interactions, they also offer complementary reasons for a prediction, collectively providing a comprehensive set of reasons for a prediction. We collect explanations of span interactions for NLI on the SNLI dataset and for FC on the FEVER dataset.
Please cite the following paper if you use this dataset:
@inproceedings{choudhury-etal-2023-explaining,
title = "Explaining Interactions Between Text Spans",
author = "Choudhury, Sagnik and
Atanasova, Pepa and
Augenstein, Isabelle",
editor = "Bouamor, Houda and
Pino, Juan and
Bali, Kalika",
booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.emnlp-main.783",
doi = "10.18653/v1/2023.emnlp-main.783",
pages = "12709--12730",
abstract = "Reasoning over spans of tokens from different parts of the input is essential for natural language understanding (NLU) tasks such as fact-checking (FC), machine reading comprehension (MRC) or natural language inference (NLI). However, existing highlight-based explanations primarily focus on identifying individual important features or interactions only between adjacent tokens or tuples of tokens. Most notably, there is a lack of annotations capturing the human decision-making process with respect to the necessary interactions for informed decision-making in such tasks. To bridge this gap, we introduce SpanEx, a multi-annotator dataset of human span interaction explanations for two NLU tasks: NLI and FC. We then investigate the decision-making processes of multiple fine-tuned large language models in terms of the employed connections between spans in separate parts of the input and compare them to the human reasoning processes. Finally, we present a novel community detection based unsupervised method to extract such interaction explanations. We make the code and the dataset available on [Github](https://github.com/copenlu/spanex). The dataset is also available on [Huggingface datasets](https://huggingface.co/datasets/copenlu/spanex).",
}
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