A list of recent papers about Multiple-Hop Machine Reading Comprehension (MHMRC).
Contributed by Luxi Xing and Yuqiang Xie.
Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.
Update on Nov. 08, 2019.
EMNLP2019 | Incorporating External Knowledge into Machine Reading for Generative Question Answering
Title: Incorporating External Knowledge into Machine Reading for Generative Question AnsweringAuthors: Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan
...
EMNLP2019 | What's Missing? A Knowledge Gap Guided Approach for Multi-hop Question Answering
Title: What’s Missing: A Knowledge Gap Guided Approach for Multi-hop Question AnsweringAuthors: Tushar Khot, Ashish Sabharwal, Peter ClarkOrg.: Allen
...
2019 | Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering
Title: Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question AnsweringAuthors: Arindam Mitra, Pratyay B
...
ACL2019 | Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation
Title: Does It Make Sense? And Why? A Pilot Study for Sense Making and ExplanationAuthors: Cunxiang Wang, Shuailong Liang, Yue Zhang, Xiaonan Li, Tia
...
2019 | Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
Title: Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question AnsweringAuthor: Shangwen Lv, Daya Guo , Jingjing Xu, Duy
...
EMNLP2019 | KagNet - Knowledge-Aware Graph Networks for Commonsense Reasoning
Title: KagNet: Knowledge-Aware Graph Networks for Commonsense ReasoningAuthor: Bill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang RenOrg.: University of
...
ACL2019 | Modeling Semantic Compositionality with Sememe Knowledge
Title: Modeling Semantic Compositionality with Sememe KnowledgeAuthors: Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Mao
...
2019 | Improving Question Answering with External Knowledge
Title: Improving Question Answering with External KnowledgeAuthors: Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong YuOrg: Rensselaer Polytechnic Instit
...
2019 | SenseBERT - Driving Some Sense into BERT
Title: SenseBERT: Driving Some Sense into BERTAuthors: Yoav Levine, Barak Lenz, Or Dagan, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua,
...