Daphne Ippolito

Most-cited papers

1. PaLM: Scaling Language Modeling with Pathways

   A. Chowdhery, Sharan Narang, J. Devlin, Maarten Bosma +63 more

   2022Journal of machine learning research8,512 citations

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2. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

   Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more

   2022arXiv.org2,702 citations

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3. Gemma: Open Models Based on Gemini Research and Technology

   Gemma Team Thomas Mesnard, Cassidy Hardin, Robert Dadashi, Surya Bhupatiraju +103 more

   2024arXiv.org1,299 citations

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4. Extracting Training Data from Diffusion Models

   Nicholas Carlini, Jamie Hayes, Milad Nasr, Matthew Jagielski +5 more

   2023USENIX Security Symposium1,094 citations Open access

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5. Quantifying Memorization Across Neural Language Models

   Nicholas Carlini, Daphne Ippolito, Matthew Jagielski, Katherine Lee +2 more

   2022International Conference on Learning Representations1,035 citations

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6. Deduplicating Training Data Makes Language Models Better

   Katherine Lee, Daphne Ippolito, A. Nystrom, Chiyuan Zhang +3 more

   2021Annual Meeting of the Association for Computational Linguistics1,029 citations Open access

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7. Scalable Extraction of Training Data from (Production) Language Models

   Milad Nasr, Nicholas Carlini, J. Hayase, Matthew Jagielski +6 more

   2023arXiv.org631 citations

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8. Automatic Detection of Generated Text is Easiest when Humans are Fooled

   Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck

   2019Annual Meeting of the Association for Computational Linguistics561 citations Open access

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9. Wordcraft: Story Writing With Large Language Models

   Ann Yuan, A. Coenen, Emily Reif, Daphne Ippolito

   2022International Conference on Intelligent User Interfaces486 citations Open access

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10. Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs

    Hyunghoon Cho, Daphne Ippolito, Y. Yu

    2020arXiv.org465 citations

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11. Are aligned neural networks adversarially aligned?

    Nicholas Carlini, Milad Nasr, Christopher A. Choquette-Choo, Matthew Jagielski +7 more

    2023Neural Information Processing Systems420 citations Open access

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12. A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

    S. Longpre, Gregory Yauney, Emily Reif, Katherine Lee +7 more

    2023North American Chapter of the Association for Computational Linguistics258 citations Open access

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13. RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors

    Liam Dugan, Alyssa Hwang, Filip Trhlík, Josh Magnus Ludan +4 more

    2024Annual Meeting of the Association for Computational Linguistics249 citations

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14. Counterfactual Memorization in Neural Language Models

    Chiyuan Zhang, Daphne Ippolito, Katherine Lee, Matthew Jagielski +2 more

    2021Neural Information Processing Systems219 citations Open access

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15. A Recipe for Arbitrary Text Style Transfer with Large Language Models

    Emily Reif, Daphne Ippolito, Ann Yuan, A. Coenen +2 more

    2021Annual Meeting of the Association for Computational Linguistics164 citations Open access

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16. Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers

    Daphne Ippolito, Ann Yuan, A. Coenen, Sehmon Burnam

    2022arXiv.org163 citations Open access

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17. Measuring Forgetting of Memorized Training Examples

    Matthew Jagielski, Om Thakkar, Florian Tramèr, Daphne Ippolito +7 more

    2022International Conference on Learning Representations160 citations Open access

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18. Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy

    Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang +4 more

    2022arXiv.org149 citations Open access

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19. Trading Off Diversity and Quality in Natural Language Generation

    Hugh Zhang, Daniel Duckworth, Daphne Ippolito, Arvind Neelakantan

    2020HUMEVAL140 citations

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20. Comparison of Diverse Decoding Methods from Conditional Language Models

    Daphne Ippolito, Reno Kriz, João Sedoc, M. Kustikova +1 more

    2019Annual Meeting of the Association for Computational Linguistics140 citations Open access

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21. Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text

    Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Sherry Shi +1 more

    2022AAAI Conference on Artificial Intelligence139 citations Open access

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22. Preventing Generation of Verbatim Memorization in Language Models Gives a False Sense of Privacy

    Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang +4 more

    2022International Conference on Natural Language Generation129 citations Open access

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23. The need for privacy with public digital contact tracing during the COVID-19 pandemic

    Yoshua Bengio, R. Janda, Y. Yu, Daphne Ippolito +5 more

    2020The Lancet Digital Health127 citations Open access

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24. Effective Prompt Extraction from Language Models

    Yiming Zhang, Nicholas Carlini, Daphne Ippolito

    2023120 citations

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25. Wordcraft: a Human-AI Collaborative Editor for Story Writing

    A. Coenen, Luke Davis, Daphne Ippolito, Emily Reif +1 more

    2021arXiv.org103 citations

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26. ChatEval: A Tool for Chatbot Evaluation

    João Sedoc, Daphne Ippolito, Arun Kirubarajan, Jai Thirani +2 more

    2019North American Chapter of the Association for Computational Linguistics87 citations Open access

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27. RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

    Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Chris Callison-Burch

    2020Conference on Empirical Methods in Natural Language Processing74 citations Open access

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28. Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence

    Chris Callison-Burch, Gaurav Singh Tomar, Lara J. Martin, Daphne Ippolito +2 more

    2022Conference on Empirical Methods in Natural Language Processing65 citations Open access

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29. Forcing Diffuse Distributions out of Language Models

    Yiming Zhang, Avi Schwarzschild, Nicholas Carlini, Zico Kolter +1 more

    2024arXiv.org53 citations

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30. Unsupervised Hierarchical Story Infilling

    Daphne Ippolito, D. Grangier, Chris Callison-Burch, Douglas Eck

    2019Proceedings of the First Workshop on Narrative Understanding51 citations Open access

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31. Inherent privacy limitations of decentralized contact tracing apps

    Yoshua Bengio, Daphne Ippolito, R. Janda, Max Jarvie +5 more

    2020J. Am. Medical Informatics Assoc.49 citations Open access

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32. Supplemental Materials : Learning Translations via Images with a Massively Multilingual Image Dataset

    John Hewitt, Daphne Ippolito, Brendan Callahan, Reno Kriz +2 more

    201844 citations

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33. COVI White Paper

    H. Alsdurf, Yoshua Bengio, T. Deleu, Prateek Gupta +19 more

    2020arXiv.org30 citations

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34. SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets

    Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch +2 more

    2021arXiv.org26 citations

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35. Toward Better Storylines with Sentence-Level Language Models

    Daphne Ippolito, D. Grangier, Douglas Eck, Chris Callison-Burch

    2020Annual Meeting of the Association for Computational Linguistics26 citations Open access

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36. Report of the 1st Workshop on Generative AI and Law

    A. F. Cooper, Katherine Lee, James Grimmelmann, Daphne Ippolito +31 more

    2023Social Science Research Network23 citations

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37. SynthBio: A Case Study in Faster Curation of Text Datasets

    Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch +2 more

    2021NeurIPS Datasets and Benchmarks16 citations

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38. Human and Automatic Detection of Generated Text

    Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck

    2019arXiv.org15 citations

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39. ChatEval: A Tool for the Systematic Evaluation of Chatbots

    João Sedoc, Daphne Ippolito, Arun Kirubarajan, Jai Thirani +2 more

    201810 citations Open access

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40. Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System

    Daphne Ippolito, Nicholas Carlini, Katherine Lee, Milad Nasr +1 more

    2023International Conference on Natural Language Generation9 citations Open access

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41. LMD3: Language Model Data Density Dependence

    John Kirchenbauer, Garrett Honke, Gowthami Somepalli, Jonas Geiping +4 more

    2024arXiv.org8 citations

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42. D O N OT T RAIN : A Metadata Standard for Indicating Consent for Machine Learning

    Daphne Ippolito, Y. Yu

    7 citations

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43. Understanding image motion with group representations

    Andrew Jaegle, Stephen Phillips, Daphne Ippolito, Kostas Daniilidis

    2016International Conference on Learning Representations5 citations

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44. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts

    André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae +496 more

    20194 citations Open access

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45. The Detection of Machine Generated Text

    Daphne Ippolito

    4 citations

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46. COVI White Paper-Version 1.1

    H. Alsdurf, Edmond Belliveau, Yoshua Bengio, T. Deleu +21 more

    20203 citations

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47. The Case for a Single Model that can Both Generate Continuations and Fill in the Blank

    Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan +2 more

    2022NAACL-HLT2 citations Open access

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48. Creating Multimedia Summaries Using Tweets and Videos

    Anietie U Andy, Siyi Liu, Daphne Ippolito, Reno Kriz +2 more

    2022arXiv.org1 citations Open access

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49. Unsupervised learning of image motion by recomposing sequences

    Andrew Jaegle, Stephen Phillips, Daphne Ippolito, Kostas Daniilidis

    2016arXiv.org1 citations

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50. M3S CI QA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models

    Chu-Han Li, Ziyao Shangguan, Yilun Zhao, Deyuan Li +179 more

    1 citations

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