Jonathan D. Chang

Most-cited papers

1. Reading Tea Leaves: How Humans Interpret Topic Models

   Jonathan D. Chang, Jordan L. Boyd-Graber, S. Gerrish, Chong Wang +1 more

   2009Neural Information Processing Systems2,608 citations

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2. Multitask Prompted Training Enables Zero-Shot Task Generalization

   Victor Sanh, Albert Webson, Colin A. Raffel, S. Bach +37 more

   2021arXiv.org2,093 citations

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3. Relational Topic Models for Document Networks

   Jonathan D. Chang, D. Blei

   2009International Conference on Artificial Intelligence and Statistics596 citations

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4. Hierarchical relational models for document networks

   Jonathan D. Chang, D. Blei

   2009251 citations Open access

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5. Connections between the lines: augmenting social networks with text

   Jonathan D. Chang, Jordan L. Boyd-Graber, D. Blei

   2009Knowledge Discovery and Data Mining143 citations

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6. ePluribus: Ethnicity on Social Networks

   Jonathan D. Chang, Itamar Rosenn, Lars Backstrom, Cameron A. Marlow

   2010International Conference on Web and Social Media112 citations Open access

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7. Location3: How Users Share and Respond to Location-Based Data on Social

   Jonathan D. Chang, Eric Sun

   2011International Conference on Web and Social Media85 citations Open access

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8. Location 3 : How Users Share and Respond to Location-Based Data on Social Networking Sites

   Jonathan D. Chang, Eric Sun

   201157 citations

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9. MobILE: Model-Based Imitation Learning From Observation Alone

   Rahul Kidambi, Jonathan D. Chang, Wen Sun

   2021Neural Information Processing Systems51 citations

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10. Joint Inference of Multiple Label Types in Large Networks

    Deepayan Chakrabarti, S. Funiak, Jonathan D. Chang, Sofus A. Macskassy

    2014International Conference on Machine Learning40 citations

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11. Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage

    Jonathan D. Chang, Masatoshi Uehara, Dhruv Sreenivas, Rahul Kidambi +1 more

    2021arXiv.org38 citations

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12. Learning a Concept Hierarchy from Multi-labeled Documents

    Viet-An Nguyen, Jordan L. Boyd-Graber, P. Resnik, Jonathan D. Chang

    2014Neural Information Processing Systems20 citations

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13. Not-So-Latent Dirichlet Allocation: Collapsed Gibbs Sampling Using Human Judgments

    Jonathan D. Chang

    2010Mturk@HLT-NAACL13 citations

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14. Learning Deep Parameterized Skills from Demonstration for Re-targetable Visuomotor Control

    Jonathan D. Chang, Nishanth Kumar, S. Hastings, Aaron Gokaslan +5 more

    2019arXiv.org11 citations

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15. Joint Label Inference in Networks

    Deepayan Chakrabarti, S. Funiak, Jonathan D. Chang, Sofus A. Macskassy

    2018Journal of machine learning research7 citations Open access

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16. A State-of-the-Art SQL Reasoning Model using RLVR

    Alnur Ali, Ashutosh Baheti, Jonathan D. Chang, Ta-Chung Chi +12 more

    2025arXiv.org5 citations

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17. Uncovering, Understanding, and Predicting Links

    Jonathan D. Chang

    20115 citations

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18. Mixtures-of-Clusterings by Boosting

    Jonathan D. Chang

    20094 citations

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19. Tea Leaves : How Humans Interpret Topic Models

    Jonathan D. Chang, Jordan L. Boyd-Graber, Chong Wang, S. Gerrish +1 more

    20173 citations

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20. Optimism is All You Need: Model-Based Imitation Learning From Observation Alone

    Rahul Kidambi, Jonathan D. Chang, Wen Sun

    2021arXiv.org2 citations

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21. Tree-based Label Dependency Topic Models

    Viet-An Nguyen, Jordan L. Boyd-Graber, Jonathan D. Chang, P. Resnik

    20131 citations

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22. Characterization and health effects of functional bioactives from West Sumatra’s fermented buffalo milk (dadih)

    Laura Anindita, Jonathan D. Chang, Gabriel Adhitya Pormarejo Haroen Al-Rasjid, Endang Rahmat

    2026Food Chemistry Advances0 citations Open access

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23. Mission & Brand

    Jonathan D. Chang

    20240 citations

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24. Optimal Generic Attack Against Basic Boneh-Boyen Signatures

    Yen-Kang Fu, Jonathan D. Chang, David Jao

    2022Information Security Practice and Experience0 citations

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25. Impart Contextualization to Static Word Embeddings through Semantic Relations

    Jonathan D. Chang, S. Gerrish, Chong Wang, Emmanuele Chersoni +21 more

    20220 citations

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26. Lecture 16-17: Multiarmed Bandits

    Varsha Kishore, Anmol Kabra, Ziyang Wu, Jonathan D. Chang

    20200 citations

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27. Label Dependencies using a Tree-structured Hierarchy

    Jordan L. Boyd-Graber, P. Resnik, Jonathan D. Chang

    20180 citations

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28. The First Crusade: The Forgotten Realities

    Jonathan D. Chang

    20170 citations

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29. Learning a Concept Hierarchy from Multi-labeled Documents

    Jordan L. Boyd-Graber, Philip Resnik, Jonathan D. Chang

    20150 citations

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30. Collapsed Gibbs Sampling Using Human Judgments

    Jonathan D. Chang, S. C. Ave

    20100 citations

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31. PU-BCD: Exponential Family Models for the Coarse- and Fine-Grained All-Words Tasks

    Jonathan D. Chang, Miroslav Dudík, D. Blei

    2007International Workshop on Semantic Evaluation0 citations Open access

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