%0 Conference Proceedings %T Proceedings of the Workshop on Machine Reading for Question Answering %E Choi, Eunsol %E Seo, Minjoon %E Chen, Danqi %E Jia, Robin %E Berant, Jonathan %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F ws-2018-machine %U https://aclanthology.org/W18-2600 %0 Conference Proceedings %T Ruminating Reader: Reasoning with Gated Multi-hop Attention %A Gong, Yichen %A Bowman, Samuel %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F gong-bowman-2018-ruminating %R 10.18653/v1/W18-2601 %U https://aclanthology.org/W18-2601 %U https://doi.org/10.18653/v1/W18-2601 %P 1-11 %0 Conference Proceedings %T Systematic Error Analysis of the Stanford Question Answering Dataset %A Rondeau, Marc-Antoine %A Hazen, T. J. %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F rondeau-hazen-2018-systematic %R 10.18653/v1/W18-2602 %U https://aclanthology.org/W18-2602 %U https://doi.org/10.18653/v1/W18-2602 %P 12-20 %0 Conference Proceedings %T A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension %A Yu, Seunghak %A Indurthi, Sathish Reddy %A Back, Seohyun %A Lee, Haejun %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F yu-etal-2018-multi %R 10.18653/v1/W18-2603 %U https://aclanthology.org/W18-2603 %U https://doi.org/10.18653/v1/W18-2603 %P 21-30 %0 Conference Proceedings %T Tackling Adversarial Examples in QA via Answer Sentence Selection %A Ren, Yuanhang %A Du, Ye %A Wang, Di %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F ren-etal-2018-tackling %R 10.18653/v1/W18-2604 %U https://aclanthology.org/W18-2604 %U https://doi.org/10.18653/v1/W18-2604 %P 31-36 %0 Conference Proceedings %T DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications %A He, Wei %A Liu, Kai %A Liu, Jing %A Lyu, Yajuan %A Zhao, Shiqi %A Xiao, Xinyan %A Liu, Yuan %A Wang, Yizhong %A Wu, Hua %A She, Qiaoqiao %A Liu, Xuan %A Wu, Tian %A Wang, Haifeng %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F he-etal-2018-dureader %R 10.18653/v1/W18-2605 %U https://aclanthology.org/W18-2605 %U https://doi.org/10.18653/v1/W18-2605 %P 37-46 %0 Conference Proceedings %T Robust and Scalable Differentiable Neural Computer for Question Answering %A Franke, Jörg %A Niehues, Jan %A Waibel, Alex %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F franke-etal-2018-robust %R 10.18653/v1/W18-2606 %U https://aclanthology.org/W18-2606 %U https://doi.org/10.18653/v1/W18-2606 %P 47-59 %0 Conference Proceedings %T A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset %A Boratko, Michael %A Padigela, Harshit %A Mikkilineni, Divyendra %A Yuvraj, Pritish %A Das, Rajarshi %A McCallum, Andrew %A Chang, Maria %A Fokoue-Nkoutche, Achille %A Kapanipathi, Pavan %A Mattei, Nicholas %A Musa, Ryan %A Talamadupula, Kartik %A Witbrock, Michael %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F boratko-etal-2018-systematic %R 10.18653/v1/W18-2607 %U https://aclanthology.org/W18-2607 %U https://doi.org/10.18653/v1/W18-2607 %P 60-70 %0 Conference Proceedings %T RECIPE: Applying Open Domain Question Answering to Privacy Policies %A Shvartzshanider, Yan %A Balashankar, Ananth %A Wies, Thomas %A Subramanian, Lakshminarayanan %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F shvartzshanider-etal-2018-recipe %R 10.18653/v1/W18-2608 %U https://aclanthology.org/W18-2608 %U https://doi.org/10.18653/v1/W18-2608 %P 71-77 %0 Conference Proceedings %T Neural Models for Key Phrase Extraction and Question Generation %A Subramanian, Sandeep %A Wang, Tong %A Yuan, Xingdi %A Zhang, Saizheng %A Trischler, Adam %A Bengio, Yoshua %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F subramanian-etal-2018-neural %R 10.18653/v1/W18-2609 %U https://aclanthology.org/W18-2609 %U https://doi.org/10.18653/v1/W18-2609 %P 78-88 %0 Conference Proceedings %T Comparative Analysis of Neural QA models on SQuAD %A Wadhwa, Soumya %A Chandu, Khyathi %A Nyberg, Eric %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F wadhwa-etal-2018-comparative %R 10.18653/v1/W18-2610 %U https://aclanthology.org/W18-2610 %U https://doi.org/10.18653/v1/W18-2610 %P 89-97 %0 Conference Proceedings %T Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task %A Yang, An %A Liu, Kai %A Liu, Jing %A Lyu, Yajuan %A Li, Sujian %Y Choi, Eunsol %Y Seo, Minjoon %Y Chen, Danqi %Y Jia, Robin %Y Berant, Jonathan %S Proceedings of the Workshop on Machine Reading for Question Answering %D 2018 %8 July %I Association for Computational Linguistics %C Melbourne, Australia %F yang-etal-2018-adaptations %R 10.18653/v1/W18-2611 %U https://aclanthology.org/W18-2611 %U https://doi.org/10.18653/v1/W18-2611 %P 98-104