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Generating natural language under complex constraints is a principled formulation towards controllable text generation.
Huggingface’s transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, and Jamie Brew. 2019 · 1910
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Imperative sentences in english: semantics and pragmatics
Flor Aarts. 1989 · 1989
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Generalized linear mixed models a pseudo-likelihood approach
Russ Wolfinger and Michael O’connell. 1993 · 1993
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Wordnet: A lexical database for english
George A. Miller. 1995 · 1995
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Markov logic networks
Matthew Richardson and Pedro M. Domingos. 2006 · 2006
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Sentence processing in an artificial language: Learning and using combinatorial constraints
Michael S Amato and Maryellen C MacDonald. 2010 · 2010
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Automatic keyword extraction from individual documents
Stuart Rose, Dave Engel, Nick Cramer, and Wendy Cowley. 2010 · 2010
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Samplesearch: Importance sampling in presence of determinism
Vibhav Gogate and Rina Dechter. 2011 · 2011
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LSTM neural networks for language modeling
Martin Sundermeyer, Ralf Schlüter, and Hermann Ney. 2012 · 2012
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The stanford corenlp natural language processing toolkit
Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, and David McClosky. 2014 · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Bidirectional recurrent neural networks as generative models
Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, and Juha Karhunen. 2015 · 2015
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Exploring markov logic networks for question answering
Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark, and Oren Etzioni. 2015 · 2015
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Character-level convolutional networks for text classification
Xiang Zhang, Junbo Jake Zhao, and Yann LeCun. 2015 · 2015
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Structured prediction energy networks
David Belanger and Andrew McCallum. 2016 · 2016
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Toward controlled generation of text
Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, and Eric P. Xing. 2017 · 2017
Incorporating discriminator in sentence generation: a gibbs sampling method
Jinyue Su, Jiacheng Xu, Xipeng Qiu, and Xuanjing Huang. 2018 · 2018
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Rethinking text attribute transfer: A lexical analysis
Yao Fu, Hao Zhou, Jiaze Chen, and Lei Li. 2019 · 2019
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Gradient-based inference for networks with output constraints
Jay Yoon Lee, Sanket Vaibhav Mehta, Michael Wick, Jean-Baptiste Tristan, and Jaime G. Carbonell. 2019 · 2019
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Unsupervised question answering by cloze translation
Patrick S. H. Lewis, Ludovic Denoyer, and Sebastian Riedel. 2019 · 2019
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CGMH: constrained sentence generation by metropolis-hastings sampling
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Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov. 2017 · 2017
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Automatic generation of grounded visual questions
Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, and Jiawan Zhang. 2017 · 2017
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Style transfer through back-translation
Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, and Alan W. Black. 2018 · 2018
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Know what you don’t know: Unanswerable questions for squad
Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018
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Approximate counting by sampling the backtrack-free search space
Vibhav Gogate and Rina Dechter. 2007a
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Samplesearch: A scheme that searches for consistent samples
Vibhav Gogate and Rina Dechter. 2007b
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Ning Miao, Hao Zhou, Lili Mou, Rui Yan, and Lei Li. 2019 · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
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Generating fluent adversarial examples for natural languages
Huangzhao Zhang, Hao Zhou, Ning Miao, and Lei Li. 2019 · 2019
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Do you have the right scissors? tailoring pre-trained language models via monte-carlo methods
Ning Miao, Yuxuan Song, Hao Zhou, and Lei Li. 2020 · 2020
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