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• W3023326105 abstract "A critical part of reading is being able to understand the temporal relationships between events described in a passage of text, even when those relationships are not explicitly stated. However, current machine reading comprehension benchmarks have practically no questions that test temporal phenomena, so systems trained on these benchmarks have no capacity to answer questions such as what happened before/after [some event]? We introduce TORQUE, a new English reading comprehension benchmark built on 3.2k news snippets with 21k human-generated questions querying temporal relationships. Results show that RoBERTa-large achieves an exact-match score of 51% on the test set of TORQUE, about 30% behind human performance." @default.
• W3023326105 created "2020-05-13" @default.
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• W3023326105 date "2020-05-01" @default.
• W3023326105 modified "2023-10-13" @default.
• W3023326105 title "TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions" @default.
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• W3023326105 doi "https://doi.org/10.48550/arxiv.2005.00242" @default.
• W3023326105 hasPublicationYear "2020" @default.
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