Publication Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar AAAI Conference on Human Computation and Crowdsourcing | October 2022 Best Paper Award, Honorable Mention Project
Publication A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu ACM Transactions on Information Systems (TOIS) | August 2022
Publication Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad AIES 2022 | July 2022
Publication Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu, Xingdi Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer, Alex Schwing ICML 2022 | July 2022
Publication Are We There Yet? A Decision Framework for Replacing Term-Based Retrieval with Dense Retrieval Systems Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury June 2022
Publication Measuring the Carbon Intensity of AI in Cloud Instances Remi Tachet des Combes, Erika Odmark, Will Buchanan ACM Conference on Fairness, Accountability, and Transparency | June 2022 Project
Publication How Different Groups Prioritize Ethical Values for Responsible AI Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu FAccT 2022 | May 2022
Publication Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daumé III, Kaheer Suleman, Alexandra Olteanu NAACL 2022 | May 2022
Publication 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 CHI 2022 | May 2022
Publication Unsupervised Dependency Graph Network Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou, Aaron Courville ACL 2022 | May 2022
Research
Research