October 21, 2020
Our goal is to answer queries over facts stored in a text memory. The key challenge in NeuralDBs(Thorne et al., 2020), compared to open-book NLP such as question answering (Rajpurkar et al., 2016,inter alia), is that possibly thousands of facts must be aggregated to provide a single answer, without direct supervision. The challenges represented in NeuralDBs are important for both the NLP and database communities alike: discrete reasoning over text (Dua et al., 2019), retriever-based QA(Dunn et al., 2017) and multi-hop QA (Welbl et al.,2018; Yang et al., 2018) are common components.
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WeCNLP
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September 27, 2023
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August 21, 2023
Paul-Ambroise Duquenne, Holger Schwenk, Benoit Sagot
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