Publications

Maneesh Bilalpur, Saurabh Hinduja, Laura Cariola, Lisa Sheeber, Nicholas Allen, Louis-Philippe Morency, Jeffrey F Cohn. SHAP-based Prediction of Mother’s History of Depression to Understand the Influence on Child Behavior. ICMI 2023

Links: PDF

Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency. Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. ACL 2023

Links: PDF Demo & Code

Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency. Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. ACL 2023

Links: PDF Demo & Code

Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency.  Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. ACL Findings 2023

Links: PDF Demo & Code

Lingjing Kong, Martin Q Ma, Guangyi Chen, Eric P Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang. Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CVPR 2023

Links: PDF

Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov. MultiViz: Towards Visualizing and Understanding Multimodal Models. ICLR 2023

Links: PDF Demo & Code

Alex Wilf, Martin Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency. Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG 2023

Links: PDF Demo & Code