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04/25/2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
Modern systems for multi-hop question answering (QA) typically break que...
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05/25/2022
QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
Existing benchmarks for open-domain question answering (ODQA) typically ...
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12/12/2021
Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition
Natural Language Interfaces to Databases (NLIDBs), where users pose quer...
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07/29/2021
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths through Question Decomposition
Recent efforts to create challenge benchmarks that test the abilities of...
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05/02/2020
Obtaining Faithful Interpretations from Compositional Neural Networks
Neural module networks (NMNs) are a popular approach for modeling compos...
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01/31/2020
Break It Down: A Question Understanding Benchmark
Understanding natural language questions entails the ability to break do...
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08/14/2018
