Knowledge Graph Question Answering Datasets and Their Generalizability

Author:

Jiang Longquan1,Usbeck Ricardo1

Affiliation:

1. University Hamburg, Hamburg, Germany

Funder

Federal Ministry for Economic Affairs and Climate Action of Germany

Publisher

ACM

Reference40 articles.

1. A comparative survey of recent natural language interfaces for databases

2. Michael Azmy , Peng Shi , Jimmy Lin , and Ihab F. Ilyas . 2018. Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia . In Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018 , Santa Fe, New Mexico, USA, August 20--26 , 2018 , Emily M. Bender, Leon Derczynski, and Pierre Isabelle (Eds.). Association for Computational Linguistics, 2093--2103. https://aclanthology.org/C18--1178/ Michael Azmy, Peng Shi, Jimmy Lin, and Ihab F. Ilyas. 2018. Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. In Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20--26, 2018, Emily M. Bender, Leon Derczynski, and Pierre Isabelle (Eds.). Association for Computational Linguistics, 2093--2103. https://aclanthology.org/C18--1178/

3. Junwei Bao , Nan Duan , Zhao Yan , Ming Zhou , and Tiejun Zhao . 2016 . ConstraintBased Question Answering with Knowledge Graph. In COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11--16 , 2016, Osaka, Japan, Nicoletta Calzolari, Yuji Matsumoto, and Rashmi Prasad (Eds.). ACL, 2503--2514. https://aclanthology.org/C16- 1236/ Junwei Bao, Nan Duan, Zhao Yan, Ming Zhou, and Tiejun Zhao. 2016. ConstraintBased Question Answering with Knowledge Graph. In COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11--16, 2016, Osaka, Japan, Nicoletta Calzolari, Yuji Matsumoto, and Rashmi Prasad (Eds.). ACL, 2503--2514. https://aclanthology.org/C16- 1236/

4. Jonathan Berant , Andrew Chou , Roy Frostig , and Percy Liang . 2013. Semantic Parsing on Freebase from Question-Answer Pairs . In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 , 18--21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA , A meeting of SIGDAT, a Special Interest Group of the ACL. ACL, 1533--1544. https://aclanthology. org/D13--1160/ Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013. Semantic Parsing on Freebase from Question-Answer Pairs. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18--21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL. ACL, 1533--1544. https://aclanthology. org/D13--1160/

5. Antoine Bordes , Nicolas Usunier , Sumit Chopra , and Jason Weston . 2015. Largescale Simple Question Answering with Memory Networks. CoRR abs/1506.02075 ( 2015 ). arXiv:1506.02075 http://arxiv.org/abs/1506.02075 Antoine Bordes, Nicolas Usunier, Sumit Chopra, and Jason Weston. 2015. Largescale Simple Question Answering with Memory Networks. CoRR abs/1506.02075 (2015). arXiv:1506.02075 http://arxiv.org/abs/1506.02075

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