Fetching the paper…
Reading the bibliography…
The web provides a rich, open-domain environment with textual, structural, and spatial properties.
Learning to parse database queries using inductive logic programming
M. Zelle and R. J. Mooney. 1996 · 1996
Earlier work this paper cites.
A web navigation tool for the blind
M. Zajicek, C. Powell, and C. Reeves. 1998 · 1998
Earlier work this paper cites.
A novel multimodal interface for improving visually impaired people’s web accessibility
W. Yu, R. Kuber, E. Murphy, P. Strain, and G. McAllister. 2005 · 2005
Earlier work this paper cites.
Eyepoint: practical pointing and selection using gaze and keyboard
M. Kumar, A. Paepcke, and T. Winograd. 2007 · 2007
Earlier work this paper cites.
Online learning of relaxed CCG grammars for parsing to logical form
L. S. Zettlemoyer and M. Collins. 2007 · 2007
Earlier work this paper cites.
Keysurf: a character controlled browser for people with physical disabilities
L. Spalteholz, K. F. Li, N. Livingston, and F. Hamidi. 2008 · 2008
Earlier work this paper cites.
Reinforcement learning for mapping instructions to actions
S. Branavan, H. Chen, L. S. Zettlemoyer, and R. Barzilay. 2009 · 2009
Earlier work this paper cites.
Sikuli: using GUI screenshots for search and automation
T. Yeh, T. Chang, and R. Miller. 2009 · 2009
Earlier work this paper cites.
Reading between the lines: Learning to map high-level instructions to commands
S. Branavan, L. Zettlemoyer, and R. Barzilay. 2010 · 2010
Earlier work this paper cites.
A game-theoretic approach to generating spatial descriptions
D. Golland, P. Liang, and D. Klein. 2010 · 2010
Earlier work this paper cites.
Learning to interpret natural language navigation instructions from observations
D. L. Chen and R. J. Mooney. 2011 · 2011
Earlier work this paper cites.
Understanding natural language commands for robotic navigation and mobile manipulation
S. Tellex, T. Kollar, S. Dickerson, M. R. Walter, A. G. Banerjee, S. J. Teller, and N. Roy. 2011 · 2011
Earlier work this paper cites.
Predicting pragmatic reasoning in language games
M. Frank and N. D. Goodman. 2012 · 2012
Earlier work this paper cites.
Weakly supervised learning of semantic parsers for mapping instructions to actions
Y. Artzi and L. Zettlemoyer. 2013 · 2013
Earlier work this paper cites.
Semantic parsing on Freebase from question-answer pairs
J. Berant, A. Chou, R. Frostig, and P. Liang. 2013 · 2013
Earlier work this paper cites.
Learning and using language via recursive pragmatic reasoning about other agents
N. J. Smith, N. D. Goodman, and M. C. Frank. 2013 · 2013
Earlier work this paper cites.
POMDP-based statistical spoken dialog systems: A review
S. Young, M. Gašić, B. Thomson, and J. D. Williams. 2013 · 2013
Cited alongside, same era.
Wizard-of-Oz evaluation of speech-driven web browsing interface for people with vision impairments
V. Ashok, Y. Borodin, S. Stoyanchev, Y. Puzis, and I. V. Ramakrishnan. 2014 · 2014
Cited alongside, same era.
Resolving referring expressions in conversational dialogs for natural user interfaces
A. Çelikyilmaz, Z. Feizollahi, D. Z. Hakkani-Tür, and R. Sarikaya. 2014 · 2014
Cited alongside, same era.
Convolutional neural network architectures for matching natural language sentences
B. Hu, Z. Lu, H. Li, and Q. Chen. 2014 · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
D. Kingma and J. Ba. 2014 · 2014
Cited alongside, same era.
Bidirectional attention flow for machine comprehension
M. Seo, A. Kembhavi, A. Farhadi, and H. Hajishirzi. 2016 · 2016
Later among the works it cites.
ABCNN: Attention-based convolutional neural network for modeling sentence pairs
W. Yin, H. Schütze, B. Xiang, and B. Zhou. 2016 · 2016
Later among the works it cites.
Learning end-to-end goal-oriented dialog
A. Bordes and J. Weston. 2017 · 2017
Later among the works it cites.
From language to programs: Bridging reinforcement learning and maximum marginal likelihood
K. Guu, P. Pasupat, E. Z. Liu, and P. Liang. 2017 · 2017
Later among the works it cites.
World of bits: An open-domain platform for web-based agents
T. Shi, A. Karpathy, L. Fan, J. Hernandez, and P. Liang. 2017 · 2017
Later among the works it cites.
TagUI: RPA / CLI tool for automating user interactions
K. Soh. 2017 · 2017
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
O. Vinyals, A. Toshev, S. Bengio, and D. Erhan. 2014 · 2014
Cited alongside, same era.
Alignment-based compositional semantics for instruction following
J. Andreas and D. Klein. 2015 · 2015
Cited alongside, same era.
Deep visual-semantic alignments for generating image descriptions
A. Karpathy and L. Fei-Fei. 2015 · 2015
Cited alongside, same era.
Skip-thought vectors
R. Kiros, Y. Zhu, R. Salakhutdinov, R. S. Zemel, R. Urtasun, A. Torralba, and S. Fidler. 2015 · 2015
Cited alongside, same era.
Environment-driven lexicon induction for high-level instructions
D. K. Misra, K. Tao, P. Liang, and A. Saxena. 2015 · 2015
Cited alongside, same era.
Compositional semantic parsing on semi-structured tables
P. Pasupat and P. Liang. 2015 · 2015
Cited alongside, same era.
Improved semantic representations from tree-structured long short-term memory networks
K. S. Tai, R. Socher, and C. D. Manning. 2015 · 2015
Cited alongside, same era.
Later among the works it cites.
Building natural language interfaces to web apis
Y. Su, A. H. Awadallah, M. Khabsa, P. Pantel, M. Gamon, and M. J. Encarnación. 2017 · 2017
Later among the works it cites.
Dynamic coattention networks for question answering
C. Xiong, V. Zhong, and R. Socher. 2017 · 2017
Later among the works it cites.
A joint speaker-listener-reinforcer model for referring expressions
L. Yu, H. Tan, M. Bansal, and T. L. Berg. 2017 · 2017
Later among the works it cites.
Obtaining referential word meanings from visual and distributional information: Experiments on object naming
S. Zarriaiß and D. Schlangen. 2017 · 2017
Later among the works it cites.
Seq2sql: Generating structured queries from natural language using reinforcement learning
V. Zhong, C. Xiong, and R. Socher. 2017 · 2017
Later among the works it cites.
Unified pragmatic models for generating and following instructions
D. Fried, J. Andreas, and D. Klein. 2018 · 2018
Closest in time.
Representation learning for grounded spatial reasoning
M. Janner, K. Narasimhan, and R. Barzilay. 2018 · 2018
Closest in time.
Reinforcement learning on web interfaces using workflow-guided exploration
E. Z. Liu, K. Guu, P. Pasupat, T. Shi, and P. Liang. 2018 · 2018
Closest in time.
QANet: Combining local convolution with global self-attention for reading comprehension
A. W. Yu, D. Dohan, M. Luong, R. Zhao, K. Chen, M. Norouzi, and Q. V. Le. 2018 · 2018
Closest in time.