Publications

Akhila Yerukola, Fabrice Harel-Canada, Simran Khanuja, Abhinav Sukumar Rao, Ashima Suvarna, Nanyun Peng, Saadia Gabriel, Maarten Sap (2026). NormViz: A Benchmark and Framework for Grounding Multimodal Reasoning in Global Cultures. In COLM (to appear).

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Arthur J. Funnell, Panayiotis Petousis, Fabrice Harel-Canada, Ruby Romero, Alex A. T. Bui, Adam Koncsol, Hritika Chaturvedi, Chelsea L. Shover, David Goodman-Meza (2026). Improving Drug Identification in Overdose Death Surveillance by Using Clinical Natural Language Processing Models. JFS.

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Rohan Wadhawan, Fabrice Harel-Canada, Zi-Yi Dou, Suhaila Shakiah, Robinson Piramuthu, Nanyun Peng (2025). VaPR -- Vision-language Preference alignment for Reasoning. In COLM.

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Fabrice Harel-Canada, Boran Erol, Connor Choi, Jason Liu, Gary Jiarui Song, Nanyun Peng, Amit Sahai (2025). Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking. In ACL.

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Fabrice Harel-Canada, Anabel Salimian, Brandon Moghanian, Sarah Clingan, Allan Nguyen, Tucker Avra, Michelle Poimboeuf, Ruby Romero, Arthur Funnell, Panayiotis Petousis, Michael Shin, Nanyun Peng, Chelsea L. Shover, David Goodman-Meza (2025). Enhancing Substance Use Detection in Clinical Notes with Large Language Models. DAD.

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Fabrice Harel-Canada, Hanyu Zhou, Sreya Muppalla, Zeynep Yildiz, Miryung Kim, Amit Sahai, Nanyun (Violet) Peng (2024). Measuring Psychological Depth in Language Models. In EMNLP — 🏆 Outstanding Paper Award.

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Hong Jin Kang*, Fabrice Harel-Canada*, Muhammad Ali Gulzar, Violet Peng, Miryung Kim (2024). Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. In Findings of NAACL.

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Kaustubh Dhole, Varun Gangal, Sebastian Gehrmann, Fabrice Harel-Canada (2023). NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. NEJLT.

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Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng (2022). EnDex: Evaluation of Dialogue Engagingness at Scale. In Findings of EMNLP.

Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim (2022). Sibylvariant Transformations for Robust Text Classification. In Findings of ACL.

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Fabrice Harel-Canada, Lingxiao Wang, Muhammad Ali Gulzar, Quanquan Gu, Miryung Kim (2020). Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks?. In ESEC/FSE.

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