| 2025 | AAAI | Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning. | Karl Elbakian, Samuel Carton |
| 2024 | ACL | Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Dataset. | Satanu Ghosh, Neal R. Brodnik, Carolina Frey, Collin Holgate, Tresa M. Pollock, Samantha H. Daly, Samuel Carton |
| 2023 | EACL | Learning to Ignore Adversarial Attacks. | Yiming Zhang, Yangqiaoyu Zhou, Samuel Carton, Chenhao Tan |
| 2022 | ACL | What to Learn, and How: Toward Effective Learning from Rationales. | Samuel Carton, Surya Kanoria, Chenhao Tan |
| 2022 | CHI | Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation. | Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan |
| 2021 | ACL | Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification. | Cristina Garbacea, Mengtian Guo, Samuel Carton, Qiaozhu Mei |
| 2020 | EMNLP | Evaluating and Characterizing Human Rationales. | Samuel Carton, Anirudh Rathore, Chenhao Tan |
| 2020 | ICWSM | Feature-Based Explanations Don't Help People Detect Misclassifications of Online Toxicity. | Samuel Carton, Qiaozhu Mei, Paul Resnick |
| 2019 | EMNLP | Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation. | Cristina Garbacea, Samuel Carton, Shiyan Yan, Qiaozhu Mei |
| 2018 | EMNLP | Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts. | Samuel Carton, Qiaozhu Mei, Paul Resnick |
| 2016 | KDD | Identifying Police Officers at Risk of Adverse Events. | Samuel Carton, Jennifer Helsby, Kenneth Joseph, Ayesha Mahmud, Youngsoo Park, Joe Walsh, Crystal Cody, C. P. T. Estella Patterson, Lauren Haynes, Rayid Ghani |
| 2015 | ICWSM | Audience Analysis for Competing Memes in Social Media. | Samuel Carton, Souneil Park, Nicole Zeffer, Eytan Adar, Qiaozhu Mei, Paul Resnick |
| 2012 | CHI | Omnipedia: bridging the wikipedia language gap. | Patti Bao, Brent J. Hecht, Samuel Carton, Mahmood Quaderi, Michael S. Horn, Darren Gergle |
| 2012 | SIGIR | Explanatory semantic relatedness and explicit spatialization for exploratory search. | Brent J. Hecht, Samuel Carton, Mahmood Quaderi, Johannes Schning, Martin Raubal, Darren Gergle, Doug Downey |