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Knowledge base question answering (KBQA)is an important task in Natural Language Processing.
A general fofe-net framework for simple and effective question answering over knowledge bases
Dekun Wu, Nana Nosirova, Hui Jiang, and Mingbin Xu. 2019a · 1903
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Rewarding smatch: Transition-based amr parsing with reinforcement learning
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, and Miguel Ballesteros. 2019 · 1905
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Question answering over knowledge graphs via structural query patterns
Weiguo Zheng and Mei Zhang. 2019 · 1910
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Zero-shot entity linking with dense entity retrieval
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, and Luke Zettlemoyer. 2019b · 1911
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From treebank to propbank
Paul R Kingsbury and Martha Palmer. 2002 · 1993
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A thematic hierarchy for efficient generation from lexical-conceptual structure
Bonnie Dorr, Nizar Habash, and David Traum. 1998 · 1998
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Scalable neural methods for reasoning with a symbolic knowledge base
William W Cohen, Haitian Sun, R Alex Hofer, and Matthew Siegler. 2020 · 2002
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Ryan Riegel, Alexander Gray, Francois Luus, Naweed Khan, Ndivhuwo Makondo, Ismail Yunus Akhalwaya, Haifeng Qian, Ronald Fagin, Francisco Barahona, Udit Sharma, Shajith Ikbal, Hima Karanam, Sumit Neelam, Ankita Likhyani, and Santosh Srivastava. 2020 · 2006
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Online learning of relaxed ccg grammars for parsing to logical form
Luke Zettlemoyer and Michael Collins. 2007 · 2007
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Abstract meaning representation for sembanking
Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider. 2013 · 2013
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Semantic parsing on freebase from question-answer pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
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Smatch: an evaluation metric for semantic feature structures
Shu Cai and Kevin Knight. 2013 · 2013
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Information extraction over structured data: Question answering with freebase
Xuchen Yao and Benjamin Van Durme. 2014 · 2014
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Natural language question answering over rdf: a graph data driven approach
Lei Zou, Ruizhe Huang, Haixun Wang, Jeffrey Xu Yu, Wenqiang He, and Dongyan Zhao. 2014 · 2014
Earlier work this paper cites.
More accurate question answering on freebase
Hannah Bast and Elmar Haussmann. 2015 · 2015
Cited alongside, same era.
Large-scale simple question answering with memory networks
Antoine Bordes, Nicolas Usunier, Sumit Chopra, and Jason Weston. 2015 · 2015
Cited alongside, same era.
Answering controlled natural language questions on rdf knowledge bases
Giuseppe M Mazzeo and Carlo Zaniolo. 2016 · 2016
Cited alongside, same era.
Wdaqua-core0: A question answering component for the research community
Dennis Diefenbach, Kamal Singh, and Pierre Maret. 2017 · 2017
Cited alongside, same era.
Lc-quad: A corpus for complex question answering over knowledge graphs
Priyansh Trivedi, Gaurav Maheshwari, Mohnish Dubey, and Jens Lehmann. 2017 · 2017
Cited alongside, same era.
7th open challenge on question answering over linked data (qald-7)
Message passing for complex question answering over knowledge graphs
Svitlana Vakulenko, Javier David Fernandez Garcia, Axel Polleres, Maarten de Rijke, and Michael Cochez. 2019 · 2019
Later among the works it cites.
Enhancing key-value memory neural networks for knowledge based question answering
Kun Xu, Yuxuan Lai, Yansong Feng, and Zhiguo Wang. 2019 · 2019
Later among the works it cites.
Transition-based parsing with stack-transformers
Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, and Radu Florian. 2020 · 2020
Closest in time.
Formal query building with query structure prediction for complex question answering over knowledge base
Yongrui Chen, Huiying Li, Yuncheng Hua, and Guilin Qi. 2020 · 2020
Closest in time.
Towards a question answering system over the semantic web
Dennis Diefenbach, Andreas Both, Kamal Singh, and Pierre Maret. 2020 · 2020
Closest in time.
Pushing the limits of amr parsing with self-learning
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Ricardo Usbeck, Axel-Cyrille Ngonga Ngomo, Bastian Haarmann, Anastasia Krithara, Michael Röder, and Giulio Napolitano. 2017 · 2017
Cited alongside, same era.
Improved neural relation detection for knowledge base question answering
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cicero dos Santos, Bing Xiang, and Bowen Zhou. 2017 · 2017
Cited alongside, same era.
BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Cited alongside, same era.
Frankenstein: a platform enabling reuse of question answering components
Kuldeep Singh, Andreas Both, Arun Sethupat, and Saeedeh Shekarpour. 2018 · 2018
Cited alongside, same era.
Exploiting rich syntactic information for semantic parsing with graph-to-sequence model
Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, and Vadim Sheinin. 2018 · 2018
Cited alongside, same era.
Learning to answer complex questions over knowledge bases with query composition
Nikita Bhutani, Xinyi Zheng, and H V Jagadish. 2019 · 2019
Cited alongside, same era.
Lc-quad 2.0: A large dataset for complex question answering over wikidata and dbpedia
Mohnish Dubey, Debayan Banerjee, Abdelrahman Abdelkawi, and Jens Lehmann. 2019 · 2019
Cited alongside, same era.
Young-Suk Lee, Ramón Fernandez Astuillo, Tahira Naseem, Revanth Reddy, Radu Florian, and Salim Roukos. 2020 · 2020
Closest in time.
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases
Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, and Alexander Gray. 2020 · 2020
Closest in time.
Beta embeddings for multi-hop logical reasoning in knowledge graphs
Hongyu Ren and Jure Leskovec. 2020 · 2020
Closest in time.
Faithful embeddings for knowledge base queries
Haitian Sun, Andrew O Arnold, Tania Bedrax-Weiss, Fernando Pereira, and William W Cohen. 2020 · 2020
Closest in time.
A semantic parsing and reasoning-based approach to knowledge base question answering
Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi, Salim Roukos, and Alexander Gray. 2021 · 2021
Closest in time.
One SPRING to rule them both: Symmetric AMR semantic parsing and generation without a complex pipeline
Michele Bevilacqua, Rexhina Blloshmi, and Roberto Navigli. 2021 · 2021
Closest in time.
Querying knowledge graphs in natural language
Shiqi Liang, Kurt Stockinger, Tarcisio Mendes de Farias, Maria Anisimova, and Manuel Gil. 2021 · 2021
Closest in time.
A semantics-aware transformer model of relation linking for knowledge base question answering
Tahira Naseem, Srinivas Ravishankar, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Young-Suk Lee, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo, and Alexander Gray. 2021 · 2021
Closest in time.