Search Results for author: Tomer Wolfson

Found 4 papers, 3 papers with code

Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition

1 code implementation29 Jul 2021 Mor Geva, Tomer Wolfson, Jonathan Berant

We evaluate a range of RC models on our evaluation sets, which reveals large performance gaps on generated examples compared to the original data.

Natural Language Understanding Reading Comprehension

Obtaining Faithful Interpretations from Compositional Neural Networks

1 code implementation ACL 2020 Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant, Matt Gardner

Neural module networks (NMNs) are a popular approach for modeling compositionality: they achieve high accuracy when applied to problems in language and vision, while reflecting the compositional structure of the problem in the network architecture.

Explaining Queries over Web Tables to Non-Experts

no code implementations14 Aug 2018 Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson

Designing a reliable natural language (NL) interface for querying tables has been a longtime goal of researchers in both the data management and natural language processing (NLP) communities.

Translation

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