Fetching the paper…
Reading the bibliography…
Program induction for answering complex questions over knowledge bases (KBs) aims to decompose a question into a multi-step program, whose execution against the KB produces the final answer.
Zero-shot semantic parsing for instructions
Ofer Givoli and Roi Reichart. 2019 · 1911
Earlier work this paper cites.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams. 1992 · 1992
Earlier work this paper cites.
Clevr: A diagnostic dataset for compositional language and elementary visual reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, and Ross B. Girshick. 2017 · 1997
Earlier work this paper cites.
Freebase: a collaboratively created graph database for structuring human knowledge
K. Bollacker, Colin Evans, Praveen K. Paritosh, Tim Sturge, and J. Taylor. 2008 · 2008
Earlier work this paper cites.
SPARQL query language for RDF
E. P. hommeaux. 2011 · 2011
Earlier work this paper cites.
Semantic parsing with combinatory categorial grammars
Yoav Artzi, Nicholas FitzGerald, and Luke Zettlemoyer. 2013 · 2013
Earlier work this paper cites.
Semantic parsing on freebase from question-answer pairs
Jonathan Berant, Andrew K. Chou, Roy Frostig, and Percy Liang. 2013 · 2013
Earlier work this paper cites.
Lambda dependency-based compositional semantics
P. Liang. 2013 · 2013
Earlier work this paper cites.
Question answering with subgraph embeddings
Antoine Bordes, Sumit Chopra, and Jason Weston. 2014 · 2014
Earlier work this paper cites.
On the properties of neural machine translation: Encoder-decoder approaches
Kyunghyun Cho, B. V. Merrienboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
Sequence to sequence learning with neural networks
I. Sutskever, O. Vinyals, and Q. V Le. 2014 · 2014
Earlier work this paper cites.
Wikidata: a free collaborative knowledgebase
Denny Vrandecic and M. Krötzsch. 2014 · 2014
Earlier work this paper cites.
Human-level concept learning through probabilistic program induction
B. Lake, R. Salakhutdinov, and J. Tenenbaum. 2015 · 2015
Earlier work this paper cites.
Dbpedia - a large-scale, multilingual knowledge base extracted from wikipedia
Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, D. Kontokostas, Pablo N. Mendes, Sebastian Hellmann, M. Morsey, Patrick van Kleef, S. Auer, and C. Bizer. 2015 · 2015
Earlier work this paper cites.
Building a semantic parser overnight
Y. Wang, Jonathan Berant, and Percy Liang. 2015 · 2015
Cited alongside, same era.
Semantic parsing via staged query graph generation: Question answering with knowledge base
Wen-tau Yih, Ming-Wei Chang, X He, and Jianfeng Gao. 2015 · 2015
Cited alongside, same era.
Language to logical form with neural attention
Li Dong and Mirella Lapata. 2016 · 2016
Cited alongside, same era.
Key-value memory networks for directly reading documents
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, and Jason Weston. 2016 · 2016
Cited alongside, same era.
Question answering on freebase via relation extraction and textual evidence
Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, and Dongyan Zhao. 2016 · 2016
Cited alongside, same era.
Variational reasoning for question answering with knowledge graph
Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander Smola, and Le Song. 2018 · 2018
Later among the works it cites.
Neural program induction for kbqa without gold programs or query annotations
Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, and Soumen Chakrabarti. 2019 · 2019
Later among the works it cites.
Linguistic generalization and compositionality in modern artificial neural networks
Marco Baroni. 2019 · 2019
Later among the works it cites.
Learning to answer complex questions over knowledge bases with query composition
Nikita Bhutani, Xinyi Zheng, and H. Jagadish. 2019 · 2019
Later among the works it cites.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Wen-tau Yih, Matthew Richardson, Christopher Meek, Ming-Wei Chang, and Jina Suh. 2016 · 2016
Cited alongside, same era.
Transfer learning for neural semantic parsing
X. Fan, Emilio Monti, Lambert Mathias, and Markus Dreyer. 2017 · 2017
Cited alongside, same era.
Neural semantic parsing over multiple knowledge-bases
Jonathan Herzig and Jonathan Berant. 2017 · 2017
Cited alongside, same era.
Neural symbolic machines: Learning semantic parsers on freebase with weak supervision
Chen Liang, Jonathan Berant, Quoc V. Le, Kenneth D. Forbus, and N. Lao. 2017 · 2017
Cited alongside, same era.
Learning a natural language interface with neural programmer
Arvind Neelakantan, Quoc V. Le, Martín Abadi, A. McCallum, and Dario Amodei. 2017 · 2017
Cited alongside, same era.
Cross-domain semantic parsing via paraphrasing
Yu Su and X. Yan. 2017 · 2017
Cited alongside, same era.
A state-transition framework to answer complex questions over knowledge base
Sen Hu, Lei Zou, and Xinbo Zhang. 2018 · 2018
Cited alongside, same era.
I. Loshchilov and F. Hutter. 2019 · 2019
Later among the works it cites.
Pullnet: Open domain question answering with iterative retrieval on knowledge bases and text
Haitian Sun, Tania Bedrax-Weiss, and William Cohen. 2019 · 2019
Later among the works it cites.
Low-resource domain adaptation for compositional task-oriented semantic parsing
Xilun Chen, Asish Ghoshal, Yashar Mehdad, Luke Zettlemoyer, and S. Gupta. 2020 · 2020
Later among the works it cites.
Query graph generation for answering multi-hop complex questions from knowledge bases
Yunshi Lan and J. Jiang. 2020 · 2020
Later among the works it cites.
Improving multi-hop knowledge base question answering by learning intermediate supervision signals
Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, and Ji-Rong Wen. 2021 · 2021
Closest in time.
A survey on complex knowledge base question answering: Methods, challenges and solutions
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, and Ji-Rong Wen. 2021 · 2021
Closest in time.
Transfernet: An effective and transparent framework for multi-hop question answering over relation graph
Jiaxin Shi, Shulin Cao, Lei Hou, Juan-Zi Li, and Hanwang Zhang. 2021 · 2021
Closest in time.
Leveraging language to learn program abstractions and search heuristics
Catherine Wong, Kevin Ellis, Joshua B. Tenenbaum, and Jacob Andreas. 2021 · 2021
Closest in time.
KQA Pro: A large diagnostic dataset for complex question answering over knowledge base
Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, and Hanwang Zhang. 2022 · 2022
Closest in time.