Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent. - Farhad Bin Siddique; Onno Kampman; Yang Yang 130; Anik Dey; Pascale Fung (ACL (System Demonstrations), 2017)

Nora the Empathetic Psychologist. - Genta Indra Winata; Onno Kampman; Yang Yang 130; Anik Dey; Pascale Fung (INTERSPEECH, 2017)

Adapting a Virtual Agent to User Personality. - Onno Kampman; Farhad Bin Siddique; Yang Yang 130; Pascale Fung (IWSDS, 2017)

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction. - Onno Kampman; Elham J. Barezi; Dario Bertero; Pascale Fung (ACL (2), 2018)

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision. - Genta Indra Winata; Onno Pepijn Kampman; Pascale Fung (ICASSP, 2018)

Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction. - Onno Kampman; Elham J. Barezi; Dario Bertero; Pascale Fung (CoRR, 2018)

Towards Universal End-to-End Affect Recognition from Multilingual Speech by ConvNets. - Dario Bertero; Onno Kampman; Pascale Fung (CoRR, 2019)

Variational inference for neural network matrix factorization and its application to stochastic blockmodeling. - Onno Kampman; Creighton Heaukulani (CoRR, 2019)

Perspectives on Machine Learning from Psychology's Reproducibility Crisis. - Samuel J. Bell; Onno Pepijn Kampman (CoRR, 2021)

Modeling the Machine Learning Multiverse. - Samuel J. Bell; Onno Kampman; Jesse Dodge; Neil D. Lawrence (NeurIPS, 2022)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (CoRR, 2024)

A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers. - Onno Pepijn Kampman; Ye Sheng Phang; Stanley Han; Michael Xing; Xinyi Hong; Hazirah Hoosainsah; Caleb Tan; Genta Indra Winata; Skyler Wang; Creighton Heaukulani; Janice Huiqin Weng; Robert J. T. Morris (CoRR, 2024)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

Conversational Self-Play for Discovering and Understanding Psychotherapy Approaches. - Onno Pepijn Kampman; Michael Xing; Charmaine Lim; Ahmad Ishqi Jabir; Ryan Louie; Jimmy Lee; Robert J. T. Morris (CoRR, 2025)