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Louis-Philippe Morency

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Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback

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Mar 17, 2024
Dong Won Lee, Hae Won Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency

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Optimizing Language Models for Human Preferences is a Causal Inference Problem

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Feb 22, 2024
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency

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Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities

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Nov 16, 2023
Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency

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MMOE: Mixture of Multimodal Interaction Experts

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Nov 16, 2023
Haofei Yu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency

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MultiIoT: Towards Large-scale Multisensory Learning for the Internet of Things

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Nov 10, 2023
Shentong Mo, Paul Pu Liang, Russ Salakhutdinov, Louis-Philippe Morency

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Comparative Knowledge Distillation

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Nov 03, 2023
Alex Wilf, Alex Tianyi Xu, Paul Pu Liang, Alexander Obolenskiy, Daniel Fried, Louis-Philippe Morency

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Text-Transport: Toward Learning Causal Effects of Natural Language

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Oct 31, 2023
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael

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SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

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Oct 18, 2023
Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap

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Neural Mixed Effects for Nonlinear Personalized Predictions

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Jul 05, 2023
Torsten Wörtwein, Nicholas Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency

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MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning

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Jun 28, 2023
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov

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