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Question answering on knowledge bases (KBQA) poses a unique challenge for semantic parsing research due to two intertwined challenges: large search space and ambiguities in schema linking.
A comprehensive exploration on WikiSQL with table-aware word contextualization
Wonseok Hwang, Jinyeung Yim, Seunghyun Park, and Minjoon Seo. 2019 · 1902
Earlier work this paper cites.
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Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen, Jijnasa Nayak, and Lun-Wei Ku. 2019 · 1904
Earlier work this paper cites.
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Rui Zhang, Tao Yu, He Yang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, and Dragomir Radev. 2019 · 1909
Earlier work this paper cites.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2019 · 1910
Earlier work this paper cites.
Learning to parse database queries using inductive logic programming
John M Zelle and Raymond J Mooney. 1996 · 1996
Earlier work this paper cites.
Learning to map sentences to logical form: structured classification with probabilistic categorial grammars
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Ilya Sutskever, Oriol Vinyals, and Quoc V Le. 2014 · 2014
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
Language to logical form with neural attention
Li Dong and Mirella Lapata. 2016 · 2016
Earlier work this paper cites.
On generating characteristic-rich question sets for QA evaluation
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The value of semantic parse labeling for knowledge base question answering
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Cited alongside, same era.
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Cited alongside, same era.
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Li Dong, Jonathan Mallinson, Siva Reddy, and Mirella Lapata. 2017 · 2017
Cited alongside, same era.
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Chen Liang, Jonathan Berant, Quoc Le, Kenneth D. Forbus, and Ni Lao. 2017 · 2017
Cited alongside, same era.
Universal semantic parsing
Multi-hop knowledge base question answering with an iterative sequence matching model
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Answering complex questions by combining information from curated and extracted knowledge bases
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Task-oriented dialogue as dataflow synthesis
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Later among the works it cites.
A reintroduction to our Knowledge Graph and knowledge panels
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Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, and Mirella Lapata. 2017 · 2017
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Victor Zhong, Caiming Xiong, and Richard Socher. 2017 · 2017
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Robust text-to-sql generation with execution-guided decoding
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Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, and Dragomir Radev. 2018 · 2018
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Learning to answer complex questions over knowledge bases with query composition
Nikita Bhutani, Xinyi Zheng, and HV Jagadish. 2019 · 2019
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Learning an executable neural semantic parser
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Yawei Sun, Lingling Zhang, Gong Cheng, and Yuzhong Qu. 2020 · 2020
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RAT-SQL: Relation-aware schema encoding and linking for text-to-SQL parsers
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Retrack: A flexible and efficient framework for knowledge base question answering
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Case-based reasoning for natural language queries over knowledge bases
Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay-Yoon Lee, Lizhen Tan, Lazaros Polymenakos, and Andrew McCallum. 2021 · 2021
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Beyond iid: three levels of generalization for question answering on knowledge bases
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Rng-kbqa: Generation augmented iterative ranking for knowledge base question answering
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Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I Wang, et al. 2022 · 2022
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