Fetching the paper…
Reading the bibliography…
Traditional approaches to building natural language (NL) interfaces typically use a semantic parser to parse the user command and convert it to a logical form, which is then translated to an executable action in an application.
Introduction to wordnet: An on-line lexical database
George A Miller, Richard Beckwith, Christiane Fellbaum, Derek Gross, and Katherine J Miller. 1990 · 1990
Earlier work this paper cites.
Learning to parse database queries using inductive logic programing
John M Zelle and Raymond J Mooney. 1996 · 1996
Earlier work this paper cites.
Online learning of relaxed ccg grammars for parsing to logical form
Luke Zettlemoyer and Michael Collins. 2007 · 2007
Earlier work this paper cites.
Reading between the lines: Learning to map high-level instructions to commands
SRK Branavan, Luke S Zettlemoyer, and Regina Barzilay. 2010 · 2010
Earlier work this paper cites.
A game-theoretic approach to generating spatial descriptions
Dave Golland, Percy Liang, and Dan Klein. 2010 · 2010
Earlier work this paper cites.
Understanding natural language commands for robotic navigation and mobile manipulation
Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R Walter, Ashis Gopal Banerjee, Seth Teller, and Nicholas Roy. 2011 · 2011
Earlier work this paper cites.
Predicting pragmatic reasoning in language games
Michael C Frank and Noah D Goodman. 2012 · 2012
Earlier work this paper cites.
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
Luke S Zettlemoyer and Michael Collins. 2012 · 2012
Earlier work this paper cites.
Weakly supervised learning of semantic parsers for mapping instructions to actions
Yoav Artzi and Luke Zettlemoyer. 2013 · 2013
Earlier work this paper cites.
Semantic parsing on freebase from question-answer pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
Earlier work this paper cites.
Learning and using language via recursive pragmatic reasoning about other agents
Nathaniel J Smith, Noah Goodman, and Michael Frank. 2013 · 2013
Earlier work this paper cites.
Resolving referring expressions in conversational dialogs for natural user interfaces
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tur, and Ruhi Sarikaya. 2014 · 2014
Earlier work this paper cites.
Alignment-based compositional semantics for instruction following
Jacob Andreas and Dan Klein. 2015 · 2015
Earlier work this paper cites.
Datatone: Managing ambiguity in natural language interfaces for data visualization
Tong Gao, Mira Dontcheva, Eytan Adar, Zhicheng Liu, and Karrie G Karahalios. 2015 · 2015
Cited alongside, same era.
Compositional semantic parsing on semi-structured tables
Panupong Pasupat and Percy Liang. 2015 · 2015
Cited alongside, same era.
Learning to interpret natural language commands through human-robot dialog
Jesse Thomason, Shiqi Zhang, Raymond J Mooney, and Peter Stone. 2015 · 2015
Cited alongside, same era.
Semantic parsing via staged query graph generation: Question answering with knowledge base
Wen-tau Yih, Ming-Wei Chang, Xiaodong He, and Jianfeng Gao. 2015 · 2015
Cited alongside, same era.
Nlmaps: A natural language interface to query openstreetmap
Carolin Lawrence and Stefan Riezler. 2016 · 2016
Cited alongside, same era.
Learning executable semantic parsers for natural language understanding
Conceptnet 5.5: An open multilingual graph of general knowledge
Robert Speer, Joshua Chin, and Catherine Havasi. 2017 · 2017
Later among the works it cites.
Building natural language interfaces to web apis
Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, and Mark Encarnacion. 2017 · 2017
Later among the works it cites.
Seq2sql: Generating structured queries from natural language using reinforcement learning
Victor Zhong, Caiming Xiong, and Richard Socher. 2017 · 2017
Later among the works it cites.
Explain yourself: A natural language interface for scrutable autonomous robots
Francisco J Chiyah Garcia, David A Robb, Xingkun Liu, Atanas Laskov, Pedro Patron, and Helen Hastie. 2018 · 2018
Later among the works it cites.
Representation learning for grounded spatial reasoning
Michael Janner, Karthik Narasimhan, and Regina Barzilay. 2018 · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Percy Liang. 2016 · 2016
Cited alongside, same era.
Learning a natural language interface with neural programmer
Arvind Neelakantan, Quoc V Le, Martin Abadi, Andrew McCallum, and Dario Amodei. 2016 · 2016
Cited alongside, same era.
Eviza: A natural language interface for visual analysis
Vidya Setlur, Sarah E Battersby, Melanie Tory, Rich Gossweiler, and Angel X Chang. 2016 · 2016
Cited alongside, same era.
Learning language games through interaction
Sida I Wang, Percy Liang, and Christopher D Manning. 2016 · 2016
Cited alongside, same era.
Sparklis: an expressive query builder for sparql endpoints with guidance in natural language
Sébastien Ferré. 2017 · 2017
Cited alongside, same era.
Unified pragmatic models for generating and following instructions
Daniel Fried, Jacob Andreas, and Dan Klein. 2017 · 2017
Cited alongside, same era.
From language to programs: Bridging reinforcement learning and maximum marginal likelihood
Kelvin Guu, Panupong Pasupat, Evan Zheran Liu, and Percy Liang. 2017 · 2017
Cited alongside, same era.
Natural Language Data Management and Interfaces
Yunyao Li and Davood Rafiei. 2018 · 2018
Later among the works it cites.
Nl2bash: A corpus and semantic parser for natural language interface to the linux operating system
Xi Victoria Lin, Chenglong Wang, Luke Zettlemoyer, and Michael D Ernst. 2018 · 2018
Later among the works it cites.
Mapping natural language commands to web elements
Panupong Pasupat, Tian-Shun Jiang, Evan Liu, Kelvin Guu, and Percy Liang. 2018 · 2018
Later among the works it cites.
An end-to-end neural natural language interface for databases
Prasetya Utama, Nathaniel Weir, Fuat Basik, Carsten Binnig, Ugur Cetintemel, Benjamin Hättasch, Amir Ilkhechi, Shekar Ramaswamy, and Arif Usta. 2018 · 2018
Later among the works it cites.
Bridging the semantic gap with sql query logs in natural language interfaces to databases
Christopher Baik, HV Jagadish, and Yunyao Li. 2019 · 2019
Closest in time.
Spatialnli: A spatial domain natural language interface to databases using spatial comprehension
Jingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, and Haixun Wang. 2019 · 2019
Closest in time.
Discovering natural language commands in multimodal interfaces
Arjun Srinivasan, Mira Dontcheva, Eytan Adar, and Seth Walker. 2019 · 2019
Closest in time.
Transferable natural language interface to structured queries aided by adversarial generation
Hongvu Xiong and Ruixiao Sun. 2019 · 2019
Closest in time.