Zijie Jay Wang

@inproceedings{wangWebSHAPExplainingAny2023,
  title = {{{WebSHAP}}: {{Towards Explaining Any Machine Learning Models Anywhere}}},
  shorttitle = {{{WebSHAP}}},
  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2023},
  author = {Wang, Zijie J. and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3543873.3587362},
}

@inproceedings{wangGAMCoachInteractive2023,
  title = {{{GAM Coach}}: {{Towards Interactive}} and {{User-centered Algorithmic Recourse}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Vaughan, Jennifer Wortman and Caruana, Rich and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3544548.3580816}
}

@inproceedings{wangTimberTrekExploringCurating2022,
  title = {{{TimberTrek}}: {{Exploring}} and {{Curating Sparse Decision Trees}} with {{Interactive Visualization}}},
  booktitle = {2022 {{IEEE Visualization Conference}} ({{VIS}})},
  author = {Wang, Zijie J. and Zhong, Chudi and Xin, Rui and Takagi, Takuya and Chen, Zhi and Chau, Duen Horng and Rudin, Cynthia and Seltzer, Margo},
  year = {2022}
}

@inproceedings{wangInterpretabilityThenWhat2022,
  title = {Interpretability, {{Then What}}? {{Editing Machine Learning Models}} to {{Reflect Human Knowledge}} and {{Values}}},
  booktitle = {Proceedings of the 28th {{ACM SIGKDD Conference}} on {{Knowledge Discovery}} and {{Data Mining}}},
  author = {Wang, Zijie J. and Kale, Alex and Nori, Harsha and Stella, Peter and Nunnally, Mark E. and Chau, Duen Horng and Vorvoreanu, Mihaela and Wortman Vaughan, Jennifer and Caruana, Rich},
  year = {2022},
  series = {{{KDD}} '22}
}

@inproceedings{wangStickyLandBreaking2022,
  title = {{{StickyLand}}: {{Breaking}} the {{Linear Presentation}} of {{Computational Notebooks}}},
  shorttitle = {{{StickyLand}}},
  booktitle = {Extended {{Abstracts}} of the 2022 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Dai, Katie and Edwards, W. Keith},
  year = {2022},
  publisher = {{ACM}}
}

@article{patino-ramirezBackcalculationSoilParameters2022,
  title = {Back-Calculation of Soil Parameters from Displacement-Controlled Cavity Expansion under Geostatic Stress by {{FEM}} and Machine Learning},
  author = {{Patino-Ramirez}, Fernando and Wang, Zijie Jay and Chau, Duen Horng and Arson, Chloe},
  year = {2022},
  journal = {Acta Geotechnica}
}

@article{wangCNNExplainerLearning2020,
  title = {{{CNN Explainer}}: {{Learning Convolutional Neural Networks}} with {{Interactive Visualization}}},
  shorttitle = {{{CNN Explainer}}},
  author = {Wang, Zijie J. and Turko, Robert and Shaikh, Omar and Park, Haekyu and Das, Nilaksh and Hohman, Fred and Kahng, Minsuk and Chau, Duen Horng},
  journal={IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  publisher={IEEE},
  year={2020},
  url={https://zijie.wang/papers/cnn-explainer/}
}

@article{wang_classifying_2019,
  title = {Classifying {T} cell activity in autofluorescence intensity images with convolutional neural networks},
  issn = {1864-063X, 1864-0648},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/jbio.201960050},
  doi = {10.1002/jbio.201960050},
  language = {en},
  urldate = {2020-01-12},
  journal = {Journal of Biophotonics},
  author = {Wang, Zijie J. and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  month = dec,
  year = {2019}
}

@inproceedings{wangGAMCoachInteractive2023,
  title = {{{GAM Coach}}: {{Towards Interactive}} and {{User-centered Algorithmic Recourse}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Vaughan, Jennifer Wortman and Caruana, Rich and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3544548.3580816}
}

@inproceedings{robertsonAnglerHelpingMachine2023,
  title = {Angler: {{Helping Machine Translation Practitioners Prioritize Model Improvements}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Robertson, Samantha and Wang, Zijie J. and Moritz, Dominik and Kery, Mary Beth and Hohman, Fred},
  year = {2023},
  doi = {10.1145/3544548.3580790},
  langid = {english}
}

@inproceedings{wangTimberTrekExploringCurating2022,
  title = {{{TimberTrek}}: {{Exploring}} and {{Curating Sparse Decision Trees}} with {{Interactive Visualization}}},
  booktitle = {2022 {{IEEE Visualization Conference}} ({{VIS}})},
  author = {Wang, Zijie J. and Zhong, Chudi and Xin, Rui and Takagi, Takuya and Chen, Zhi and Chau, Duen Horng and Rudin, Cynthia and Seltzer, Margo},
  year = {2022}
}

@inproceedings{munechikaVisualAuditorInteractive2022,
  title = {Visual {{Auditor}}: {{Interactive Visualization}} for {{Detection}} and {{Summarization}} of {{Model Biases}}},
  booktitle = {2022 {{IEEE Visualization Conference}} ({{VIS}})},
  author = {Munechika, David and Wang, Zijie J. and Reidy, Jack and Rubin, Josh and Gade, Krishna and Kenthapadi, Krishnaram and Chau, Duen Horng},
  year = {2022}
}

@article{leeExplainingWebsiteReliability2022,
  title = {Explaining {{Website Reliability}} by {{Visualizing Hyperlink Connectivity}}},
  author = {Lee, Seongmin and Afroz, Sadia and Park, Haekyu and Wang, Zijie J and Shaikh, Omar and Sehgal, Vibhor and Peshin, Ankit and Horng, Duen},
  year = {2022},
  journal = {2022 IEEE Visualization Conference (VIS)},
  langid = {english}
}

@inproceedings{wangInterpretabilityThenWhat2022,
  title = {Interpretability, {{Then What}}? {{Editing Machine Learning Models}} to {{Reflect Human Knowledge}} and {{Values}}},
  booktitle = {Proceedings of the 28th {{ACM SIGKDD Conference}} on {{Knowledge Discovery}} and {{Data Mining}}},
  author = {Wang, Zijie J. and Kale, Alex and Nori, Harsha and Stella, Peter and Nunnally, Mark E. and Chau, Duen Horng and Vorvoreanu, Mihaela and Wortman Vaughan, Jennifer and Caruana, Rich},
  year = {2022},
  series = {{{KDD}} '22}
}

@inproceedings{vermaOvercomingLanguageDisparity2022,
  title = {Overcoming {{Language Disparity}} in {{Online Content Classification}} with {{Multimodal Learning}}},
  booktitle = {Proceedings of the {{International AAAI Conference}} on {{Web}} and {{Social Media}}},
  author = {Verma, Gaurav and Mujumdar, Rohit and Wang, Zijie J. and De Choudhury, Munmun and Kumar, Srijan},
  year = {2022},
  month = may
}

@article{dasBluffInteractivelyDeciphering2020,
  title={Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks},
  author={Das, Nilaksh and Park, Haekyu and Wang, Zijie J and Hohman, Fred and Firstman, Robert and Rogers, Emily and Chau, Duen Horng},
  booktitle={IEEE Visualization Conference (VIS)},
  publisher={IEEE},
  year={2020}
}

@article{liArgoLiteOpenSource2020,
  title={Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers},
  author={Li, Siwei and Zhou, Zhiyan and Upadhayay, Anish and Shaikh, Omar and Freitas, Scott and Park, Haekyu and Wang, Zijie J and Routray, Susanta and Hull, Matthew and Chau, Duen Horng},
  booktitle={Proceedings of the International Conference on Information and Knowledge Management},
  year={2020},
  organization={ACM}
}

@article{freitasUnMaskAdversarialDetection2020,
  title = {{{UnMask}}: {{Adversarial Detection}} and {{Defense Through Robust Feature Alignment}}},
  shorttitle = {{{UnMask}}},
  author = {Freitas, Scott and Chen, Shang-Tse and Wang, Zijie J. and Chau, Duen Horng},
  year = {2020},
  archivePrefix = {arXiv},
  eprint = {2002.09576},
  eprinttype = {arxiv},
  journal = {arXiv:2002.09576}
}

@inproceedings{wangStickyLandBreaking2022,
  title = {{{StickyLand}}: {{Breaking}} the {{Linear Presentation}} of {{Computational Notebooks}}},
  shorttitle = {{{StickyLand}}},
  booktitle = {Extended {{Abstracts}} of the 2022 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Dai, Katie and Edwards, W. Keith},
  year = {2022},
  publisher = {{ACM}}
}

@inproceedings{leeMisVisExplainingWeb2022,
  title = {{{MisVis}}: {{Explaining Web Misinformation Connections}} via {{Visual Summary}}},
  shorttitle = {{{MisVis}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems Extended Abstracts}}},
  author = {Lee, Seongmin and Afroz, Sadia and Park, Haekyu and Wang, Zijie J. and Shaikh, Omar and Sehgal, Vibhor and Peshin, Ankit and Chau, Duen Horng},
  year = {2022},
  month = apr,
  langid = {english}
}

@inproceedings{das2020massif,
  title={Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning},
  author={Wang, Zijie J. and Turko, Robert and Shaikh, Omar and Park, Haekyu and Das, Nilaksh and Hohman, Fred and Kahng, Minsuk and Chau, Duen Horng},
  booktitle={Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
  publisher={ACM},
  year={2020}
}

@inproceedings{wangCNN101Interactive2020,
  title = {{{CNN}} 101: {{Interactive}} Visual Learning for Convolutional Neural Networks},
  booktitle = {Extended Abstracts of the 2020 {{CHI}} Conference on Human Factors in Computing Systems},
  author = {Wang, Zijie J. and Turko, Robert and Shaikh, Omar and Park, Haekyu and Das, Nilaksh and Hohman, Fred and Kahng, Minsuk and Chau, Duen Horng},
  year = {2020},
  publisher = {{ACM}},
  place = {{Honolulu, HI, USA}}
}

@article{wangGAMChangerEditing2021,
  title = {{{GAM Changer}}: {{Editing Generalized Additive Models}} with {{Interactive Visualization}}},
  shorttitle = {{{GAM Changer}}},
  author = {Wang, Zijie J. and Kale, Alex and Nori, Harsha and Stella, Peter and Nunnally, Mark and Chau, Duen Horng and Vorvoreanu, Mihaela and Vaughan, Jennifer Wortman and Caruana, Rich},
  year = {2021},
  month = dec,
  journal = {arXiv:2112.03245 [cs]},
  url = {https://interpret.ml/gam-changer}
  archiveprefix = {arXiv}
}

@inproceedings{wangPuttingHumansNatural2021,
  title = {Putting Humans in the Natural Language Processing Loop: {{A}} Survey},
  booktitle = {Proceedings of the First Workshop on Bridging Human{--}Computer Interaction and Natural Language Processing},
  author = {Wang, Zijie J. and Choi, Dongjin and Xu, Shenyu and Yang, Diyi},
  year = {2021},
  month = apr,
  pages = {47--52},
  publisher = {{Association for Computational Linguistics}},
  address = {{Online}},
  url = {https://zijie.wang/papers/human-in-the-loop-nlp/}
}

@article{wrightComparativeAnalysisIndustry2020,
  title = {A {{Comparative Analysis}} of {{Industry Human}}-{{AI Interaction Guidelines}}},
  author = {Wright, Austin P. and Wang, Zijie J. and Park, Haekyu and Guo, Grace and Sperrle, Fabian and {El-Assady}, Mennatallah and Endert, Alex and Keim, Daniel and Chau, Duen Horng},
  year = {2020},
  month = oct,
  eprint = {2010.11761},
  journal = {arXiv:2010.11761}
}

@inproceedings{wangWebSHAPExplainingAny2023,
  title = {{{WebSHAP}}: {{Towards Explaining Any Machine Learning Models Anywhere}}},
  shorttitle = {{{WebSHAP}}},
  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2023},
  author = {Wang, Zijie J. and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3543873.3587362},
}

@inproceedings{vellaichamyDetectorDetectiveInvestigatingEffects2022,
  title = {{{DetectorDetective}}: {{Investigating}} the Effects of Adversarial Examples on Object Detectors},
  booktitle = {Proceedings of the {{IEEE}}/{{CVF}} Conference on Computer Vision and Pattern Recognition ({{CVPR}})},
  author = {Vellaichamy, Sivapriya and Hull, Matthew and Wang, Zijie J. and Das, Nilaksh and Peng, ShengYun and Park, Haekyu and Chau, Duen Horng (Polo)},
  year = {2022},
  month = jun
}

@inproceedings{leeVisCUITVisualAuditor2022a,
  title = {{{VisCUIT}}: {{Visual}} Auditor for Bias in {{CNN}} Image Classifier},
  booktitle = {Proceedings of the {{IEEE}}/{{CVF}} Conference on Computer Vision and Pattern Recognition ({{CVPR}})},
  author = {Lee, Seongmin and Wang, Zijie J. and Hoffman, Judy and Chau, Duen Horng (Polo)},
  year = {2022},
  month = jun
}

@inproceedings{wangDodrioExploringTransformer2021,
  title = {Dodrio: {{Exploring Transformer Models}} with {{Interactive Visualization}}},
  author = {Wang, Zijie J. and Turko, Robert and Chau, Duen Horng},
  shorttitle = {Dodrio},
  booktitle = "Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations",
  year = {2021},
  address = "Online",
  publisher = "Association for Computational Linguistics",
  pages = "132--141",
  url = {https://zijie.wang/papers/dodrio/}
}

@article{park2021skeletonvis,
  title={SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models},
  author={Park, Haekyu and Wang, Zijie J. and Das, Nilaksh and Paul, Anindya S. and Perumalla, Pruthvi and Zhou, Zhiyan and Chau, Duen Horng},
  booktitle={AAAI, Demo},
  year={2021}
}

@article{wangNOVAPracticalMethod2022,
  title = {{{NOVA}}: {{A Practical Method}} for {{Creating Notebook-Ready Visual Analytics}}},
  shorttitle = {{{NOVA}}},
  author = {Wang, Zijie J. and Munechika, David and Lee, Seongmin and Chau, Duen Horng},
  year = {2022},
  month = may,
  journal = {arXiv:2205.03963 [cs]},
  archiveprefix = {arXiv}
}

@article{saad-falconMappingResearchersPeopleMap2020,
  title = {Mapping {{Researchers}} with {{PeopleMap}}},
  author = {{Saad-Falcon}, Jon and Shaikh, Omar and Wang, Zijie J. and Wright, Austin P. and Richardson, Sasha and Chau, Duen Horng},
  year = {2020},
  journal = {Poster, IEEE Visualization Conference (VIS)}
}

@inproceedings{wang_classifying_poster_2019,
  title = {Classifying {T} cell activity with convolutional neural networks},
  language = {en},
  conference = {International Society for Computational Biology Great Lakes Bioinformatics Conference},
  author = {Wang, Zijie J. and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  year = {2019}
}

@inproceedings{wang_using_poster_2018,
  title = {Using Transfer Learning to Classify Breast Cancer Cells with Fluorescence Imaging},
  language = {en},
  conference = {University of Wisconsin–Madison Undergraduate Symposium},
  author = {Wang, Zijie J. and Heaster, Tiffany M. and Yin, Quan and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  year = {2018}
}

@article{wangDiffusionDBLargescalePrompt2022,
  title = {{{DiffusionDB}}: {{A}} Large-Scale Prompt Gallery Dataset for Text-to-Image Generative Models},
  author = {Wang, Zijie J. and Montoya, Evan and Munechika, David and Yang, Haoyang and Hoover, Benjamin and Chau, Duen Horng},
  year = {2022},
  journal = {arXiv:2210.14896 [cs]},
  url = {https://arxiv.org/abs/2210.14896}
}

@misc{srivastavaImitationGameQuantifying2022,
  title = {Beyond the {{Imitation Game}}: {{Quantifying}} and Extrapolating the Capabilities of Language Models},
  shorttitle = {Beyond the {{Imitation Game}}},
  author = {Srivastava, Aarohi and Rastogi, Abhinav and Rao, Abhishek and Shoeb, Abu Awal Md and Abid, Abubakar and Fisch, Adam and Brown, Adam R. and Santoro, Adam and Gupta, Aditya and {Garriga-Alonso}, Adri{\`a} and Kluska, Agnieszka and Lewkowycz, Aitor and Agarwal, Akshat and Power, Alethea and Ray, Alex and Warstadt, Alex and Kocurek, Alexander W. and Safaya, Ali and Tazarv, Ali and Xiang, Alice and Parrish, Alicia and Nie, Allen and Hussain, Aman and Askell, Amanda and Dsouza, Amanda and Rahane, Ameet and Iyer, Anantharaman S. and Andreassen, Anders and Santilli, Andrea and Stuhlm{\"u}ller, Andreas and Dai, Andrew and La, Andrew and Lampinen, Andrew and Zou, Andy and Jiang, Angela and Chen, Angelica and Vuong, Anh and Gupta, Animesh and Gottardi, Anna and Norelli, Antonio and Venkatesh, Anu and Gholamidavoodi, Arash and Tabassum, Arfa and Menezes, Arul and Kirubarajan, Arun and Mullokandov, Asher and Sabharwal, Ashish and Herrick, Austin and Efrat, Avia and Erdem, Aykut and Karaka{\c s}, Ayla and Roberts, B. Ryan and Loe, Bao Sheng and Zoph, Barret and Bojanowski, Bart{\l}omiej and {\"O}zyurt, Batuhan and Hedayatnia, Behnam and Neyshabur, Behnam and Inden, Benjamin and Stein, Benno and Ekmekci, Berk and Lin, Bill Yuchen and Howald, Blake and Diao, Cameron and Dour, Cameron and Stinson, Catherine and Argueta, Cedrick and Ram{\'i}rez, C{\'e}sar Ferri and Singh, Chandan and Rathkopf, Charles and Meng, Chenlin and Baral, Chitta and Wu, Chiyu and {Callison-Burch}, Chris and Waites, Chris and Voigt, Christian and Manning, Christopher D. and Potts, Christopher and Ramirez, Cindy and Rivera, Clara E. and Siro, Clemencia and Raffel, Colin and Ashcraft, Courtney and Garbacea, Cristina and Sileo, Damien and Garrette, Dan and Hendrycks, Dan and Kilman, Dan and Roth, Dan and Freeman, Daniel and Khashabi, Daniel and Levy, Daniel and Gonz{\'a}lez, Daniel Mosegu{\'i} and Hernandez, Danny and Chen, Danqi and Ippolito, Daphne and Gilboa, Dar and Dohan, David and Drakard, David and Jurgens, David and Datta, Debajyoti and Ganguli, Deep and Emelin, Denis and Kleyko, Denis and Yuret, Deniz and Chen, Derek and Tam, Derek and Hupkes, Dieuwke and Misra, Diganta and Buzan, Dilyar and Mollo, Dimitri Coelho and Yang, Diyi and Lee, Dong-Ho and Shutova, Ekaterina and Cubuk, Ekin Dogus and Segal, Elad and Hagerman, Eleanor and Barnes, Elizabeth and Donoway, Elizabeth and Pavlick, Ellie and Rodola, Emanuele and Lam, Emma and Chu, Eric and Tang, Eric and Erdem, Erkut and Chang, Ernie and Chi, Ethan A. and Dyer, Ethan and Jerzak, Ethan and Kim, Ethan and Manyasi, Eunice Engefu and Zheltonozhskii, Evgenii and Xia, Fanyue and Siar, Fatemeh and {Mart{\'i}nez-Plumed}, Fernando and Happ{\'e}, Francesca and Chollet, Francois and Rong, Frieda and Mishra, Gaurav and Winata, Genta Indra and {de Melo}, Gerard and Kruszewski, Germ{\'a}n and Parascandolo, Giambattista and Mariani, Giorgio and Wang, Gloria and {Jaimovitch-L{\'o}pez}, Gonzalo and Betz, Gregor and {Gur-Ari}, Guy and Galijasevic, Hana and Kim, Hannah and Rashkin, Hannah and Hajishirzi, Hannaneh and Mehta, Harsh and Bogar, Hayden and Shevlin, Henry and Sch{\"u}tze, Hinrich and Yakura, Hiromu and Zhang, Hongming and Wong, Hugh Mee and Ng, Ian and Noble, Isaac and Jumelet, Jaap and Geissinger, Jack and Kernion, Jackson and Hilton, Jacob and Lee, Jaehoon and Fisac, Jaime Fern{\'a}ndez and Simon, James B. and Koppel, James and Zheng, James and Zou, James and Koco{\'n}, Jan and Thompson, Jana and Kaplan, Jared and Radom, Jarema and {Sohl-Dickstein}, Jascha and Phang, Jason and Wei, Jason and Yosinski, Jason and Novikova, Jekaterina and Bosscher, Jelle and Marsh, Jennifer and Kim, Jeremy and Taal, Jeroen and Engel, Jesse and Alabi, Jesujoba and Xu, Jiacheng and Song, Jiaming and Tang, Jillian and Waweru, Joan and Burden, John and Miller, John and Balis, John U. and Berant, Jonathan and Frohberg, J{\"o}rg and Rozen, Jos and {Hernandez-Orallo}, Jose and Boudeman, Joseph and Jones, Joseph and Tenenbaum, Joshua B. and Rule, Joshua S. and Chua, Joyce and Kanclerz, Kamil and Livescu, Karen and Krauth, Karl and Gopalakrishnan, Karthik and Ignatyeva, Katerina and Markert, Katja and Dhole, Kaustubh D. and Gimpel, Kevin and Omondi, Kevin and Mathewson, Kory and Chiafullo, Kristen and Shkaruta, Ksenia and Shridhar, Kumar and McDonell, Kyle and Richardson, Kyle and Reynolds, Laria and Gao, Leo and Zhang, Li and Dugan, Liam and Qin, Lianhui and {Contreras-Ochando}, Lidia and Morency, Louis-Philippe and Moschella, Luca and Lam, Lucas and Noble, Lucy and Schmidt, Ludwig and He, Luheng and Col{\'o}n, Luis Oliveros and Metz, Luke and {\c S}enel, L{\"u}tfi Kerem and Bosma, Maarten and Sap, Maarten and {ter Hoeve}, Maartje and Andrea, Madotto and Farooqi, Maheen and Faruqui, Manaal and Mazeika, Mantas and Baturan, Marco and Marelli, Marco and Maru, Marco and Quintana, Maria Jose Ram{\'i}rez and Tolkiehn, Marie and Giulianelli, Mario and Lewis, Martha and Potthast, Martin and Leavitt, Matthew L. and Hagen, Matthias and Schubert, M{\'a}ty{\'a}s and Baitemirova, Medina Orduna and Arnaud, Melody and McElrath, Melvin and Yee, Michael A. and Cohen, Michael and Gu, Michael and Ivanitskiy, Michael and Starritt, Michael and Strube, Michael and Sw{\k{e}}drowski, Micha{\l} and Bevilacqua, Michele and Yasunaga, Michihiro and Kale, Mihir and Cain, Mike and Xu, Mimee and Suzgun, Mirac and Tiwari, Mo and Bansal, Mohit and Aminnaseri, Moin and Geva, Mor and Gheini, Mozhdeh and T, Mukund Varma and Peng, Nanyun and Chi, Nathan and Lee, Nayeon and Krakover, Neta Gur-Ari and Cameron, Nicholas and Roberts, Nicholas and Doiron, Nick and Nangia, Nikita and Deckers, Niklas and Muennighoff, Niklas and Keskar, Nitish Shirish and Iyer, Niveditha S. and Constant, Noah and Fiedel, Noah and Wen, Nuan and Zhang, Oliver and Agha, Omar and Elbaghdadi, Omar and Levy, Omer and Evans, Owain and Casares, Pablo Antonio Moreno and Doshi, Parth and Fung, Pascale and Liang, Paul Pu and Vicol, Paul and Alipoormolabashi, Pegah and Liao, Peiyuan and Liang, Percy and Chang, Peter and Eckersley, Peter and Htut, Phu Mon and Hwang, Pinyu and Mi{\l}kowski, Piotr and Patil, Piyush and Pezeshkpour, Pouya and Oli, Priti and Mei, Qiaozhu and Lyu, Qing and Chen, Qinlang and Banjade, Rabin and Rudolph, Rachel Etta and Gabriel, Raefer and Habacker, Rahel and Delgado, Ram{\'o}n Risco and Milli{\`e}re, Rapha{\"e}l and Garg, Rhythm and Barnes, Richard and Saurous, Rif A. and Arakawa, Riku and Raymaekers, Robbe and Frank, Robert and Sikand, Rohan and Novak, Roman and Sitelew, Roman and LeBras, Ronan and Liu, Rosanne and Jacobs, Rowan and Zhang, Rui and Salakhutdinov, Ruslan and Chi, Ryan and Lee, Ryan and Stovall, Ryan and Teehan, Ryan and Yang, Rylan and Singh, Sahib and Mohammad, Saif M. and Anand, Sajant and Dillavou, Sam and Shleifer, Sam and Wiseman, Sam and Gruetter, Samuel and Bowman, Samuel R. and Schoenholz, Samuel S. and Han, Sanghyun and Kwatra, Sanjeev and Rous, Sarah A. and Ghazarian, Sarik and Ghosh, Sayan and Casey, Sean and Bischoff, Sebastian and Gehrmann, Sebastian and Schuster, Sebastian and Sadeghi, Sepideh and Hamdan, Shadi and Zhou, Sharon and Srivastava, Shashank and Shi, Sherry and Singh, Shikhar and Asaadi, Shima and Gu, Shixiang Shane and Pachchigar, Shubh and Toshniwal, Shubham and Upadhyay, Shyam and Shyamolima and Debnath and Shakeri, Siamak and Thormeyer, Simon and Melzi, Simone and Reddy, Siva and Makini, Sneha Priscilla and Lee, Soo-Hwan and Torene, Spencer and Hatwar, Sriharsha and Dehaene, Stanislas and Divic, Stefan and Ermon, Stefano and Biderman, Stella and Lin, Stephanie and Prasad, Stephen and Piantadosi, Steven T. and Shieber, Stuart M. and Misherghi, Summer and Kiritchenko, Svetlana and Mishra, Swaroop and Linzen, Tal and Schuster, Tal and Li, Tao and Yu, Tao and Ali, Tariq and Hashimoto, Tatsu and Wu, Te-Lin and Desbordes, Th{\'e}o and Rothschild, Theodore and Phan, Thomas and Wang, Tianle and Nkinyili, Tiberius and Schick, Timo and Kornev, Timofei and {Telleen-Lawton}, Timothy and Tunduny, Titus and Gerstenberg, Tobias and Chang, Trenton and Neeraj, Trishala and Khot, Tushar and Shultz, Tyler and Shaham, Uri and Misra, Vedant and Demberg, Vera and Nyamai, Victoria and Raunak, Vikas and Ramasesh, Vinay and Prabhu, Vinay Uday and Padmakumar, Vishakh and Srikumar, Vivek and Fedus, William and Saunders, William and Zhang, William and Vossen, Wout and Ren, Xiang and Tong, Xiaoyu and Wu, Xinyi and Shen, Xudong and Yaghoobzadeh, Yadollah and Lakretz, Yair and Song, Yangqiu and Bahri, Yasaman and Choi, Yejin and Yang, Yichi and Hao, Yiding and Chen, Yifu and Belinkov, Yonatan and Hou, Yu and Hou, Yufang and Bai, Yuntao and Seid, Zachary and Xinran, Zhao and Zhao, Zhuoye and Wang, Zijian and Wang, Zijie J. and Wang, Zirui and Wu, Ziyi},
  year = {2022},
  month = jun
}

@article{dholeNLAugmenterFrameworkTaskSensitive2021,
  title = {{{NL-Augmenter}}: {{A Framework}} for {{Task-Sensitive Natural Language Augmentation}}},
  shorttitle = {{{NL-Augmenter}}},
  author = {Dhole, Kaustubh D. and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and Wu, Tongshuang and {Sohl-Dickstein}, Jascha and Choi, Jinho D. and Hovy, Eduard and Dusek, Ondrej and Ruder, Sebastian and Anand, Sajant and Aneja, Nagender and Banjade, Rabin and Barthe, Lisa and Behnke, Hanna and {Berlot-Attwell}, Ian and Boyle, Connor and Brun, Caroline and Cabezudo, Marco Antonio Sobrevilla and Cahyawijaya, Samuel and Chapuis, Emile and Che, Wanxiang and Choudhary, Mukund and Clauss, Christian and Colombo, Pierre and Cornell, Filip and Dagan, Gautier and Das, Mayukh and Dixit, Tanay and Dopierre, Thomas and Dray, Paul-Alexis and Dubey, Suchitra and Ekeinhor, Tatiana and Di Giovanni, Marco and Gupta, Rishabh and Gupta, Rishabh and Hamla, Louanes and Han, Sang and {Harel-Canada}, Fabrice and Honore, Antoine and Jindal, Ishan and Joniak, Przemyslaw K. and Kleyko, Denis and Kovatchev, Venelin and Krishna, Kalpesh and Kumar, Ashutosh and Langer, Stefan and Lee, Seungjae Ryan and Levinson, Corey James and Liang, Hualou and Liang, Kaizhao and Liu, Zhexiong and Lukyanenko, Andrey and Marivate, Vukosi and {de Melo}, Gerard and Meoni, Simon and Meyer, Maxime and Mir, Afnan and Moosavi, Nafise Sadat and Muennighoff, Niklas and Mun, Timothy Sum Hon and Murray, Kenton and Namysl, Marcin and Obedkova, Maria and Oli, Priti and Pasricha, Nivranshu and Pfister, Jan and Plant, Richard and Prabhu, Vinay and Pais, Vasile and Qin, Libo and Raji, Shahab and Rajpoot, Pawan Kumar and Raunak, Vikas and Rinberg, Roy and Roberts, Nicolas and Rodriguez, Juan Diego and Roux, Claude and S., Vasconcellos P. H. and Sai, Ananya B. and Schmidt, Robin M. and Scialom, Thomas and Sefara, Tshephisho and Shamsi, Saqib N. and Shen, Xudong and Shi, Haoyue and Shi, Yiwen and Shvets, Anna and Siegel, Nick and Sileo, Damien and Simon, Jamie and Singh, Chandan and Sitelew, Roman and Soni, Priyank and Sorensen, Taylor and Soto, William and Srivastava, Aman and Srivatsa, KV Aditya and Sun, Tony and T, Mukund Varma and Tabassum, A. and Tan, Fiona Anting and Teehan, Ryan and Tiwari, Mo and Tolkiehn, Marie and Wang, Athena and Wang, Zijian and Wang, Gloria and Wang, Zijie J. and Wei, Fuxuan and Wilie, Bryan and Winata, Genta Indra and Wu, Xinyi and Wydma{\'n}ski, Witold and Xie, Tianbao and Yaseen, Usama and Yee, M. and Zhang, Jing and Zhang, Yue},
  year = {2021},
  month = dec,
  journal = {arXiv:2112.02721 [cs]},
  archiveprefix = {arXiv}
}