%0 Conference Proceedings %T Proceedings of the 3rd Workshop on Machine Reading for Question Answering %E Fisch, Adam %E Talmor, Alon %E Chen, Danqi %E Choi, Eunsol %E Seo, Minjoon %E Lewis, Patrick %E Jia, Robin %E Min, Sewon %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mrqa-2021-machine %U https://aclanthology.org/2021.mrqa-1.0 %0 Conference Proceedings %T MFAQ: a Multilingual FAQ Dataset %A De Bruyn, Maxime %A Lotfi, Ehsan %A Buhmann, Jeska %A Daelemans, Walter %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F de-bruyn-etal-2021-mfaq %R 10.18653/v1/2021.mrqa-1.1 %U https://aclanthology.org/2021.mrqa-1.1 %U https://doi.org/10.18653/v1/2021.mrqa-1.1 %P 1-13 %0 Conference Proceedings %T Rethinking the Objectives of Extractive Question Answering %A Fajcik, Martin %A Jon, Josef %A Smrz, Pavel %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F fajcik-etal-2021-rethinking %R 10.18653/v1/2021.mrqa-1.2 %U https://aclanthology.org/2021.mrqa-1.2 %U https://doi.org/10.18653/v1/2021.mrqa-1.2 %P 14-27 %0 Conference Proceedings %T What Would it Take to get Biomedical QA Systems into Practice? %A Kell, Gregory %A Marshall, Iain %A Wallace, Byron %A Jaun, Andre %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kell-etal-2021-take %R 10.18653/v1/2021.mrqa-1.3 %U https://aclanthology.org/2021.mrqa-1.3 %U https://doi.org/10.18653/v1/2021.mrqa-1.3 %P 28-41 %0 Conference Proceedings %T GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval %A Möller, Timo %A Risch, Julian %A Pietsch, Malte %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F moller-etal-2021-germanquad %R 10.18653/v1/2021.mrqa-1.4 %U https://aclanthology.org/2021.mrqa-1.4 %U https://doi.org/10.18653/v1/2021.mrqa-1.4 %P 42-50 %0 Conference Proceedings %T Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions %A Ghassemi Toudeshki, Farnaz %A Jolivet, Philippe %A Durand-Salmon, Alexandre %A Liednikova, Anna %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ghassemi-toudeshki-etal-2021-zero %R 10.18653/v1/2021.mrqa-1.5 %U https://aclanthology.org/2021.mrqa-1.5 %U https://doi.org/10.18653/v1/2021.mrqa-1.5 %P 51-62 %0 Conference Proceedings %T Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap %A Shinoda, Kazutoshi %A Sugawara, Saku %A Aizawa, Akiko %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shinoda-etal-2021-question %R 10.18653/v1/2021.mrqa-1.6 %U https://aclanthology.org/2021.mrqa-1.6 %U https://doi.org/10.18653/v1/2021.mrqa-1.6 %P 63-72 %0 Conference Proceedings %T What Can a Generative Language Model Answer About a Passage? %A Summers-Stay, Douglas %A Bonial, Claire %A Voss, Clare %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F summers-stay-etal-2021-generative %R 10.18653/v1/2021.mrqa-1.7 %U https://aclanthology.org/2021.mrqa-1.7 %U https://doi.org/10.18653/v1/2021.mrqa-1.7 %P 73-81 %0 Conference Proceedings %T Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models %A Kostić, Bogdan %A Risch, Julian %A Möller, Timo %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kostic-etal-2021-multi %R 10.18653/v1/2021.mrqa-1.8 %U https://aclanthology.org/2021.mrqa-1.8 %U https://doi.org/10.18653/v1/2021.mrqa-1.8 %P 82-91 %0 Conference Proceedings %T Eliciting Bias in Question Answering Models through Ambiguity %A Mao, Andrew %A Raman, Naveen %A Shu, Matthew %A Li, Eric %A Yang, Franklin %A Boyd-Graber, Jordan %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mao-etal-2021-eliciting %R 10.18653/v1/2021.mrqa-1.9 %U https://aclanthology.org/2021.mrqa-1.9 %U https://doi.org/10.18653/v1/2021.mrqa-1.9 %P 92-99 %0 Conference Proceedings %T Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer %A Yang, Ziqing %A Ma, Wentao %A Cui, Yiming %A Ye, Jiani %A Che, Wanxiang %A Wang, Shijin %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-bilingual %R 10.18653/v1/2021.mrqa-1.10 %U https://aclanthology.org/2021.mrqa-1.10 %U https://doi.org/10.18653/v1/2021.mrqa-1.10 %P 100-105 %0 Conference Proceedings %T ParaShoot: A Hebrew Question Answering Dataset %A Keren, Omri %A Levy, Omer %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F keren-levy-2021-parashoot %R 10.18653/v1/2021.mrqa-1.11 %U https://aclanthology.org/2021.mrqa-1.11 %U https://doi.org/10.18653/v1/2021.mrqa-1.11 %P 106-112 %0 Conference Proceedings %T Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge %A Liu, Chi-Liang %A Lee, Hung-yi %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-lee-2021-unsupervised %R 10.18653/v1/2021.mrqa-1.12 %U https://aclanthology.org/2021.mrqa-1.12 %U https://doi.org/10.18653/v1/2021.mrqa-1.12 %P 113-118 %0 Conference Proceedings %T GANDALF: a General Character Name Description Dataset for Long Fiction %A Carlsson, Fredrik %A Sahlgren, Magnus %A Olsson, Fredrik %A Cuba Gyllensten, Amaru %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F carlsson-etal-2021-gandalf %R 10.18653/v1/2021.mrqa-1.13 %U https://aclanthology.org/2021.mrqa-1.13 %U https://doi.org/10.18653/v1/2021.mrqa-1.13 %P 119-132 %0 Conference Proceedings %T Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering %A Faisal, Fahim %A Anastasopoulos, Antonios %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F faisal-anastasopoulos-2021-investigating %R 10.18653/v1/2021.mrqa-1.14 %U https://aclanthology.org/2021.mrqa-1.14 %U https://doi.org/10.18653/v1/2021.mrqa-1.14 %P 133-148 %0 Conference Proceedings %T Semantic Answer Similarity for Evaluating Question Answering Models %A Risch, Julian %A Möller, Timo %A Gutsch, Julian %A Pietsch, Malte %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F risch-etal-2021-semantic %R 10.18653/v1/2021.mrqa-1.15 %U https://aclanthology.org/2021.mrqa-1.15 %U https://doi.org/10.18653/v1/2021.mrqa-1.15 %P 149-157 %0 Conference Proceedings %T Simple and Efficient ways to Improve REALM %A Balachandran, Vidhisha %A Vaswani, Ashish %A Tsvetkov, Yulia %A Parmar, Niki %Y Fisch, Adam %Y Talmor, Alon %Y Chen, Danqi %Y Choi, Eunsol %Y Seo, Minjoon %Y Lewis, Patrick %Y Jia, Robin %Y Min, Sewon %S Proceedings of the 3rd Workshop on Machine Reading for Question Answering %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F balachandran-etal-2021-simple %R 10.18653/v1/2021.mrqa-1.16 %U https://aclanthology.org/2021.mrqa-1.16 %U https://doi.org/10.18653/v1/2021.mrqa-1.16 %P 158-164