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Machine-in-the-loop writing aims to enable humans to collaborate with models to complete their writing tasks more effectively.
SpanBERT: Improving pre-training by representing and predicting spans
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, and Omer Levy. 2019 · 1907
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Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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XL-Editor: Post-editing sentences with xlnet
Yong-Siang Shih, Wei-Cheng Chang, and Yiming Yang. 2019 · 1910
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Creativity support systems
Monica J Garfield. 2008 · 2008
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A method for linguistic metaphor identification. From MIP to MIPVU
G.J. Steen, A.G. Dorst, J.B. Herrmann, A.A. Kaal, T. Krennmayr, and T. Pasma. 2010 · 2010
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Say anything: Using textual case-based reasoning to enable open-domain interactive storytelling
Reid Swanson and Andrew S. Gordon. 2012 · 2012
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba. 2014 · 2014
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Déjà image-captions: A corpus of expressive descriptions in repetition
Jianfu Chen, Polina Kuznetsova, David Warren, and Yejin Choi. 2015 · 2015
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A corpus of rich metaphor annotation
Jonathan Gordon, Jerry Hobbs, Jonathan May, Michael Mohler, Fabrizio Morbini, Bryan Rink, Marc Tomlinson, and Suzanne Wertheim. 2015 · 2015
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Cross-lingual semantic generalization for the detection of metaphor
Michael Mohler, Marc T Tomlinson, and Bryan Rink. 2015 · 2015
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Creative help: A story writing assistant
Melissa Roemmele and Andrew S Gordon. 2015 · 2015
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Metaphor as a medium for emotion: An empirical study
Saif Mohammad, Ekaterina Shutova, and Peter Turney. 2016 · 2016
Cited alongside, same era.
The design of writing buddy: a mixed-initiative approach towards computational story collaboration
Ben Samuel, Michael Mateas, and Noah Wardrip-Fruin. 2016 · 2016
Cited alongside, same era.
Creative writing with a machine in the loop: Case studies on slogans and stories
Elizabeth Clark, Anne Spencer Ross, Chenhao Tan, Yangfeng Ji, and Noah A Smith. 2018 · 2018
Cited alongside, same era.
Maskgan: Better text generation via filling in the
William Fedus, Ian Goodfellow, and Andrew M. Dai. 2018 · 2018
Cited alongside, same era.
QuickEdit: Editing text & translations by crossing words out
David Grangier and Michael Auli. 2018 · 2018
Cited alongside, same era.
Brighter than gold: Figurative language in user generated comparisons
Enabling language models to fill in the blanks
Chris Donahue, Mina Lee, and Percy Liang. 2020 · 2020
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Langsmith: An interactive academic text revision system
Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, and Kentaro Inui. 2020 · 2020
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Reformulating unsupervised style transfer as paraphrase generation
Kalpesh Krishna, Josh Wieting, and Mohit Iyyer. 2020 · 2020
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Iterative edit-based unsupervised sentence simplification
Dhruv Kumar, Lili Mou, Lukasz Golab, and Olga Vechtomova. 2020 · 2020
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Powertransformer: Unsupervised controllable revision for biased language correction
Xinyao Ma, Maarten Sap, Hannah Rashkin, and Yejin Choi. 2020 · 2020
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Blank language models
Tianxiao Shen, Victor Quach, Regina Barzilay, and Tommi Jaakkola. 2020 · 2020
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Vlad Niculae and Cristian Danescu-Niculescu-Mizil. 2014 · 2018
Cited alongside, same era.
Linguistic features of helpfulness in automated support for creative writing
Melissa Roemmele and Andrew Gordon. 2018 · 2018
Cited alongside, same era.
The curious case of neural text degeneration
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi. 2019 · 2019
Cited alongside, same era.
fairseq: A fast, extensible toolkit for sequence modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, and Michael Auli. 2019 · 2019
Cited alongside, same era.
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, and Mohit Iyyer. 2020 · 2020
Cited alongside, same era.
GoodNewsEveryone: A corpus of news headlines annotated with emotions, semantic roles, and reader perception
Laura Ana Maria Bostan, Evgeny Kim, and Roman Klinger. 2020 · 2020
Cited alongside, same era.
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On exposure bias, hallucination and domain shift in neural machine translation
Chaojun Wang and Rico Sennrich. 2020 · 2020
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Touch editing: A flexible one-time interaction approach for translation
Qian Wang, Jiajun Zhang, Lemao Liu, Guoping Huang, and Chengqing Zong. 2020 · 2020
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MERMAID: Metaphor generation with symbolism and discriminative decoding
Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, and Nanyun Peng. 2021 · 2021
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Wordcraft: a human-ai collaborative editor for story writing
Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, and Ann Yuan. 2021 · 2021
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