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In our era of rapid technological advancement, the research landscape for writing assistants has become increasingly fragmented across various research communities.
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A Writer’s Collaborative Assistant. In Proceedings of the 7th International Conference on Intelligent User Interfaces (San Francisco, California, USA) (IUI ’02) . Association for Computing Machinery, New York, NY, USA, 7–14
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Toward Evaluation of Writing Style: Overly Repetitious Word Use. In 10th Conference of the European Chapter of the Association for Computational Linguistics . Association for Computational Linguistics, Budapest, Hungary
Jill Burstein and Magdalena Wolska. 2003 · 2003
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Automatic Analysis of Plot for Story Rewriting. In Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Barcelona, Spain, 127–133
Harry Halpin, Johanna D. Moore, and Judy Robertson. 2004 · 2004
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Looking for a Few Good Metrics: ROUGE and its Evaluation. In NTCIR Workshop
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Language Models are Few-Shot Learners
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Document Similarity Measures to Distinguish Native vs. Non-Native Essay Writers. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers . Association for Computational Linguistics, Rochester, New York, 49–52
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Common Sense Assistant for Writing Stories That Teach Social Skills. In CHI ’08 Extended Abstracts on Human Factors in Computing Systems (Florence, Italy) (CHI EA ’08) . Association for Computing Machinery, New York, NY, USA, 2805–2810
Kyunghee Kim, Rosalind W. Picard, and Henry Lieberman. 2008 · 2008
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Is the Sky Pure Today? AwkChecker: An Assistive Tool for Detecting and Correcting Collocation Errors. In Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology (Monterey, CA, USA) (UIST ’08) . Association for Computing Machinery, New York, NY, USA, 121–130
Taehyun Park, Edward Lank, Pascal Poupart, and Michael Terry. 2008 · 2008
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RiTa: Creativity Support for Computational Literature. In Proceedings of the Seventh ACM Conference on Creativity and Cognition (Berkeley, California, USA) (C&C ’09) . Association for Computing Machinery, New York, NY, USA, 205–210
Daniel C. Howe. 2009 · 2009
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Alon Lavie and Michael Denkowski. 2009 · 2009
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Using Mostly Native Data to Correct Errors in Learners’ Writing. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics . Association for Computational Linguistics, Los Angeles, California, 163–171
Michael Gamon. 2010 · 2010
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Identifying Semantic Edit Intentions from Revisions in Wikipedia. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing , Martha Palmer, Rebecca Hwa, and Sebastian Riedel (Eds.). Association for Computational Linguistics, Copenhagen, Denmark, 2000–2010
Diyi Yang, Aaron Halfaker, Robert Kraut, and Eduard Hovy. 2017 · 2010
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Agreement and information in the reliability of coding
Klaus Krippendorff. 2011 · 2011
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Claiming success, charting the future
Ben Shneiderman. 2011 · 2011
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First Demonstration of the Intelligent Reviewer’s Assistant. In Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces (Lisbon, Portugal) (IUI ’12) . Association for Computing Machinery, New York, NY, USA, 337–338
Ruihai Dong, Kevin McCarthy, Michael O’Mahony, Markus Schaal, and Barry Smyth. 2012a · 2012
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Towards an Intelligent Reviewer’s Assistant: Recommending Topics to Help Users to Write Better Product Reviews. In Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces (Lisbon, Portugal) (IUI ’12) . Association for Computing Machinery, New York, NY, USA, 159–168
Ruihai Dong, Kevin McCarthy, Michael O’Mahony, Markus Schaal, and Barry Smyth. 2012b · 2012
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Multidimensional Pareto Optimization of Touchscreen Keyboards for Speed, Familiarity and Improved Spell Checking. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Austin, Texas, USA) (CHI ’12) . Association for Computing Machinery, New York, NY, USA, 2669–2678
Mark Dunlop and John Levine. 2012 · 2012
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Modeling and Remodeling Writing
John R. Hayes. 2012 · 2012
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TransAhead: A Computer-Assisted Translation and Writing Tool. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics, Montréal, Canada, 352–356
Chung-chi Huang, Ping-che Yang, Keh-jiann Chen, and Jason S. Chang. 2012a · 2012
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SWAN - Scientific Writing AssistaNt. A Tool for Helping Scholars to Write Reader-Friendly Manuscripts. In Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics . Association for Computational Linguistics, Avignon, France, 20–24
Tomi Kinnunen, Henri Leisma, Monika Machunik, Tuomo Kakkonen, and Jean-Luc LeBrun. 2012 · 2012
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Yvonne Rogers. 2012 · 2012
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Detecting Boredom and Engagement during Writing with Keystroke Analysis, Task Appraisals, and Stable Traits. In Proceedings of the 2013 International Conference on Intelligent User Interfaces (Santa Monica, California, USA) (IUI ’13) . Association for Computing Machinery, New York, NY, USA, 225–234
Robert Bixler and Sidney D’Mello. 2013 · 2013
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Writing technology: Studies on the materiality of literacy
Christina Haas. 2013 · 2013
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What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain
Annie Louis and Ani Nenkova. 2013 · 2013
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Efficient Estimation of Word Representations in Vector Space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
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On the properties of neural machine translation: Encoder-decoder approaches
Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014
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WINGS:Writing with Intelligent Guidance and Suggestions. In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations . Association for Computational Linguistics, Baltimore, Maryland, 25–30
Xianjun Dai, Yuanchao Liu, Xiaolong Wang, and Bingquan Liu. 2014 · 2014
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The inviscid text entry rate and its application as a grand goal for mobile text entry. In Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services (MobileHCI ’14) . Association for Computing Machinery, Toronto, ON, Canada, 335–338
Per Ola Kristensson and Keith Vertanen. 2014 · 2014
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Text summarization in the biomedical domain: a systematic review of recent research
Rashmi Mishra, Jiantao Bian, Marcelo Fiszman, Charlene R Weir, Siddhartha Jonnalagadda, Javed Mostafa, and Guilherme Del Fiol. 2014 · 2014
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The Writing Pal intelligent tutoring system: Usability testing and development
Rod D Roscoe, Laura K Allen, Jennifer L Weston, Scott A Crossley, and Danielle S McNamara. 2014 · 2014
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Sociotechnical approaches to the study of information systems
Steve Sawyer and Mohammad Hossein Jarrahi. 2014 · 2014
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Sequence to sequence learning with neural networks. In Advances in Neural Information Processing Systems (NeurIPS) . 3104–3112
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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WriteAhead2: Mining Lexical Grammar Patterns for Assisted Writing. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations . Association for Computational Linguistics, Denver, Colorado, 106–110
Jim Chang and Jason Chang. 2015 · 2015
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Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) . Association for Computational Linguistics, Beijing, China, 775–780
Yung-Chun Chang, Cen-Chieh Chen, Yu-Lun Hsieh, Chien Chin Chen, and Wen-Lian Hsu. 2015 · 2015
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Effects of Language Modeling and Its Personalization on Touchscreen Typing Performance. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI ’15) . Association for Computing Machinery, New York, NY, USA, 649–658
Andrew Fowler, Kurt Partridge, Ciprian Chelba, Xiaojun Bi, Tom Ouyang, and Shumin Zhai. 2015 · 2015
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InkWell: A Creative Writer’s Creative Assistant. In Proceedings of the 2015 ACM SIGCHI Conference on Creativity and Cognition (Glasgow, United Kingdom) (C&C ’15) . Association for Computing Machinery, New York, NY, USA, 93–102
Richard P. Gabriel, Jilin Chen, and Jeffrey Nichols. 2015 · 2015
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You’re the Voice: Evaluating User Interfaces for Encouraging Underserved Youths to Express Themselves through Creative Writing. In Proceedings of the 2015 ACM SIGCHI Conference on Creativity and Cognition (Glasgow, United Kingdom) (C&C ’15) . Association for Computing Machinery, New York, NY, USA, 63–72
Frederica Gonçalves, Pedro Campos, Julian Hanna, and Simone Ashby. 2015 · 2015
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Distilling the Knowledge in a Neural Network. In NIPS Deep Learning and Representation Learning Workshop
Geoffrey Hinton, Oriol Vinyals, and Jeffrey Dean. 2015 · 2015
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Thesis Writer: A System for Supporting Academic Writing. In Proceedings of the 18th ACM Conference Companion on Computer Supported Cooperative Work & Social Computing (Vancouver, BC, Canada) (CSCW’15 Companion) . Association for Computing Machinery, New York, NY, USA, 57–60
Christian Rapp, Otto Kruse, Jennifer Erlemann, and Jakob Ott. 2015 · 2015
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Mining Memories: Designing a Platform to Support Social Media Based Writing. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI ’15) . Association for Computing Machinery, New York, NY, USA, 3691–3700
John Sadauskas, Daragh Byrne, and Robert K. Atkinson. 2015 · 2015
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CroVeWA: Crosslingual Vector-Based Writing Assistance. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations . Association for Computational Linguistics, Denver, Colorado, 91–95
Hubert Soyer, Goran Topić, Pontus Stenetorp, and Akiko Aizawa. 2015 · 2015
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VelociTap: Investigating Fast Mobile Text Entry using Sentence-Based Decoding of Touchscreen Keyboard Input. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI ’15) . Association for Computing Machinery, Seoul, Republic of Korea, 659–668
Keith Vertanen, Haythem Memmi, Justin Emge, Shyam Reyal, and Per Ola Kristensson. 2015 · 2015
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On Suggesting Phrases vs. Predicting Words for Mobile Text Composition. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology . ACM, Tokyo Japan, 603–608
Kenneth C. Arnold, Krzysztof Z. Gajos, and Adam T. Kalai. 2016 · 2016
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WatchWriter: Tap and Gesture Typing on a Smartwatch Miniature Keyboard with Statistical Decoding. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI ’16) . Association for Computing Machinery, New York, NY, USA, 3817–3821
Mitchell Gordon, Tom Ouyang, and Shumin Zhai. 2016 · 2016
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Smart Reply: Automated Response Suggestion for Email. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (San Francisco, California, USA) (KDD ’16) . Association for Computing Machinery, New York, NY, USA, 955–964
Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, Laszlo Lukacs, Marina Ganea, Peter Young, and Vivek Ramavajjala. 2016 · 2016
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I Scott MacKenzie and Steven J Castellucci. 2016 · 2016
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Philip Quinn and Shumin Zhai. 2016 · 2016
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Compositional Sequence Labeling Models for Error Detection in Learner Writing. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) . Association for Computational Linguistics, Berlin, Germany, 1181–1191
Marek Rei and Helen Yannakoudakis. 2016 · 2016
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ArgRewrite: A Web-based Revision Assistant for Argumentative Writings. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations . Association for Computational Linguistics, San Diego, California, 37–41
Fan Zhang, Rebecca Hwa, Diane Litman, and Homa B. Hashemi. 2016 · 2016
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Using Context to Predict the Purpose of Argumentative Writing Revisions. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics, San Diego, California, 1424–1430
Fan Zhang and Diane Litman. 2016 · 2016
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The arText prototype: An automatic system for writing specialized texts. In Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics . Association for Computational Linguistics, Valencia, Spain, 57–60
Iria da Cunha, M. Amor Montané, and Luis Hysa. 2017 · 2017
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Gender-Inclusiveness Personas vs. Stereotyping: Can We Have it Both Ways?
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LyriSys: An Interactive Support System for Writing Lyrics Based on Topic Transition. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (Limassol, Cyprus) (IUI ’17) . Association for Computing Machinery, New York, NY, USA, 559–563
Kento Watanabe, Yuichiroh Matsubayashi, Kentaro Inui, Tomoyasu Nakano, Satoru Fukayama, and Masataka Goto. 2017 · 2017
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Creative Writing with a Machine in the Loop: Case Studies on Slogans and Stories. In 23rd International Conference on Intelligent User Interfaces (Tokyo, Japan) (IUI ’18) . Association for Computing Machinery, New York, NY, USA, 329–340
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WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , Ellen Riloff, David Chiang, Julia Hockenmaier, and Jun’ichi Tsujii (Eds.). Association for Computational Linguistics, Brussels, Belgium, 305–315
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Feedback Orchestration: Structuring Feedback for Facilitating Reflection and Revision in Writing. In Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing (<conf-loc>, <city>Jersey City</city>, <state>NJ</state>, <country>USA</country>, </conf-loc>) (CSCW ’18 Companion) . Association for Computing Machinery, New York, NY, USA, 257–260
Yi-Ching Huang, Hao-Chuan Wang, and Jane Yung-jen Hsu. 2018 · 2018
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IntroAssist: A Tool to Support Writing Introductory Help Requests. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI ’18) . Association for Computing Machinery, New York, NY, USA, 1–13
Julie S. Hui, Darren Gergle, and Elizabeth M. Gerber. 2018 · 2018
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Using Vocabularies to Collaboratively Create Better Plans for Writing Tasks. In Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI EA ’18) . Association for Computing Machinery, New York, NY, USA, 1–6
Harmanpreet Kaur, Alex C. Williams, Anne Loomis Thompson, Walter S. Lasecki, Shamsi Iqbal, and Jaime Teevan. 2018 · 2018
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Content Explorer: Recommending Novel Entities for a Document Writer. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Brussels, Belgium, 3371–3380
Michal Lukasik and Richard Zens. 2018 · 2018
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The social and technological dimensions of scaffolding and related theoretical concepts for learning, education, and human activity
Roy D Pea. 2018 · 2018
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Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018 · 2018
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Automated Assistance for Creative Writing with an RNN Language Model. In Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion (Tokyo, Japan) (IUI ’18 Companion) . Association for Computing Machinery, New York, NY, USA, Article 21, 2 pages
Melissa Roemmele and Andrew S. Gordon. 2018 · 2018
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Towards Evaluating Narrative Quality In Student Writing
Swapna Somasundaran, Michael Flor, Martin Chodorow, Hillary Molloy, Binod Gyawali, and Laura McCulla. 2018 · 2018
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LoRA: Low-Rank Adaptation of Large Language Models. In International Conference on Learning Representations (ICLR)
Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2022 · 2022
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Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers
Daphne Ippolito, Ann Yuan, Andy Coenen, and Sehmon Burnam. 2022 · 2022
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FRUIT: Faithfully Reflecting Updated Information in Text. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Marine Carpuat, Marie-Catherine de Marneffe, and Ivan Vladimir Meza Ruiz (Eds.). Association for Computational Linguistics, Seattle, United States, 3670–3686
Robert Iv, Alexandre Passos, Sameer Singh, and Ming-Wei Chang. 2022 · 2022
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arXivEdits: Understanding the Human Revision Process in Scientific Writing. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Abu Dhabi, United Arab Emirates, 9420–9435
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Selen Türkay, Daniel Seaton, and Andrew M. Ang. 2018 · 2018
Cited alongside, same era.
MirrorU: Scaffolding Emotional Reflection via In-Situ Assessment and Interactive Feedback. In Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI EA ’18) . Association for Computing Machinery, New York, NY, USA, 1–6
Liuping Wang, Xiangmin Fan, Feng Tian, Lingjia Deng, Shuai Ma, Jin Huang, and Hongan Wang. 2018 · 2018
Cited alongside, same era.
Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations . Association for Computational Linguistics, Brussels, Belgium, 48–53
Seid Muhie Yimam and Chris Biemann. 2018 · 2018
Cited alongside, same era.
Gmail Smart Compose: Real-Time Assisted Writing. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (Anchorage, AK, USA) (KDD ’19) . Association for Computing Machinery, New York, NY, USA, 2287–2295
Mia Xu Chen, Benjamin N. Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, and Yonghui Wu. 2019 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Association for Computational Linguistics (ACL) . 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Character Alive: A Tangible Reading and Writing System for Chinese Children At-Risk for Dyslexia. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI EA ’19) . Association for Computing Machinery, New York, NY, USA, 1–6
Min Fan, Jianyu Fan, Alissa N. Antle, Sheng Jin, Dongxu Yin, and Philippe Pasquier. 2019 · 2019
Cited alongside, same era.
Mapping the Landscape of Creativity Support Tools in HCI. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI ’19) . Association for Computing Machinery, New York, NY, USA, 1–18
Jonas Frich, Lindsay MacDonald Vermeulen, Christian Remy, Michael Mose Biskjaer, and Peter Dalsgaard. 2019 · 2019
Cited alongside, same era.
How a Stylistic, Machine-Generated Thesaurus Impacts a Writer’s Process. In Proceedings of the 2019 Conference on Creativity and Cognition (San Diego, CA, USA) (C&C ’19) . Association for Computing Machinery, New York, NY, USA, 597–603
Katy Ilonka Gero and Lydia B. Chilton. 2019a · 2019
Cited alongside, same era.
Chao Jiang, Wei Xu, and Samuel Stevens. 2022 · 2022
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Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Abu Dhabi, United Arab Emirates, 9986–9999
Zae Myung Kim, Wanyu Du, Vipul Raheja, Dhruv Kumar, and Dongyeop Kang. 2022 · 2022
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CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (New Orleans, LA, USA) (CHI ’22) . Association for Computing Machinery, New York, NY, USA, Article 388, 19 pages
Mina Lee, Percy Liang, and Qian Yang. 2022a · 2022
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