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10/31/2022
Lila: A Unified Benchmark for Mathematical Reasoning
Mathematical reasoning skills are essential for general-purpose intellig...
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09/12/2021
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding
When reading a literary piece, readers often make inferences about vario...
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09/06/2021
General-Purpose Question-Answering with Macaw
Despite the successes of pretrained language models, there are still few...
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04/17/2021
Explaining Answers with Entailment Trees
Our goal, in the context of open-domain textual question-answering (QA),...
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04/16/2021
Enriching a Model's Notion of Belief using a Persistent Memory
Although pretrained language models (PTLMs) have been shown to contain s...
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02/05/2021
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge
We present the ARC-DA dataset, a direct-answer ("open response", "freefo...
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02/14/2020
Transformers as Soft Reasoners over Language
AI has long pursued the goal of having systems reason over *explicitly p...
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03/14/2018
