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MultiModalQA: Complex Question Answering over Text, Tables and Images

Apr 13, 2021
Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant

* ICLR 2021 

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Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge

Jun 19, 2020
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant

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oLMpics -- On what Language Model Pre-training Captures

Dec 31, 2019
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant

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ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension

Dec 29, 2019
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner

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MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

Oct 22, 2019
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen

* EMNLP 2019 Workshop on Machine Reading for Question Answering 

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Question Answering is a Format; When is it Useful?

Sep 25, 2019
Matt Gardner, Jonathan Berant, Hannaneh Hajishirzi, Alon Talmor, Sewon Min

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MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

May 31, 2019
Alon Talmor, Jonathan Berant

* accepted as a long paper at ACL 2019 

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CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Nov 02, 2018
Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonathan Berant

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Repartitioning of the ComplexWebQuestions Dataset

Jul 25, 2018
Alon Talmor, Jonathan Berant

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The Web as a Knowledge-base for Answering Complex Questions

Mar 18, 2018
Alon Talmor, Jonathan Berant

* accepted as a long paper at NAACL 2018 

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Evaluating Semantic Parsing against a Simple Web-based Question Answering Model

Jul 14, 2017
Alon Talmor, Mor Geva, Jonathan Berant

* *sem 2017 

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