Publications

Veronica Perez-Rosas/Publications

Journal Publications

  1. Umut M. Sen, Veronica Perez-Rosas, Berrin Yanikoglu, Mohamed Abouelenien, Mihai Burzo and Rada Mihalcea, “Multimodal Deception Detection using Real-Life Trial Data,” in IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2020.3015684.

  2. Loeb, Stacy, et al. “Fake news: spread of misinformation about urological conditions on social media.” European Urology Focus 6.3 (2020): 437-439. APA

  3. Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, and Rada Mihancea. Learning from Personal Longitudinal Data. Affective Computing and Sentiment Analysis. Journal of  Intelligent Systems, IEEE 2019.

  4. Mihai Burzo, Verónica Pérez-Rosas, Daniel McDuff, Louis-Philippe Morency, Alexis Narvaez, Rada Mihalcea. Sensing Affective Response to Visual Narratives. IEEE Computational Intelligence Magazine. 2019.

  5. Abouelenien, Mohamed, Mihai Burzo, Verónica Pérez-Rosas, Rada Mihalcea, Haitian Sun, and Bohan Zhao, Gender Differences in Multimodal Contact-Free Deception Detection, IEEE Transactions on Multimedia, 2018.

  6. Abouelenien, Mohamed, Verónica Pérez-Rosas, Mihai Burzo, and Rada Mihalcea., Detecting Deceptive Behavior Via Integration of Discriminative Features from Multiple Modalities, IEEE Transactions on Information Forensics and Security, 2017.

  7. Ken Resnicow, Donna Harris, Richard Wasserman, Robert P. Schwartz, Verónica Pérez-Rosas, Rada Mihalcea, and Linda Snetselaar. Advances in Motivational Interviewing for Pediatric Obesity: Results of the Brief Motivational Interviewing to Reduce Body Mass Index Trial and Future Direction, Pediatric Clinics of North America 63, no. 3 (2016): 539-562

  8. Verónica Pérez-Rosas, Rada Mihalcea, Louis-Philippe Morency, Multimodal Sentiment Analysis of Spanish Online Videos, Journal of Intelligent Systems, IEEE 2012.

 

Book Chapters

  1. Mihai Burzo, Mohamed Abouelenien, Verónica Pérez-Rosas, and Rada Mihalcea. Multimodal Deception Detection. Handbook of Multimodal-Multisensor Interfaces. ACM Books, Morgan & Claypool, 2018

  2. Verónica Pérez-Rosas, Cristian Bologa, Mihai Burzo, Rada Mihalcea. Deception Detection Within and Across Cultures. Text Mining. From Ontology Learning to Automated Text Processing Applications. 2014, pp. 157-175.

  3. Verónica Pérez-Rosas and Rada Mihalcea, Gender Differences in Deceivers Writing Style. Human-Inspired Computing and Its Applications. Lecture Notes in Computer Science Volume 8856, 2014, pp. 163-174.

Conference Publications

  1. Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, and Mihai Burzo. MORSE: MultimOdal sentiment analysis for Real-life SEttings.  22nd ACM International Conference on Multimodal Interaction (ICMI), 2020

  2. Shen, Siqi, Charles Welch, Rada Mihalcea, and Verónica Pérez-Rosas. “Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context.” Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue. 2020.

  3. Do June Min, Veronica Perez-Rosas, Shihchen Kuo, William H. Herman, Rada Mihalcea. UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication.  Conference on Machine Learning and Healthcare, 2020

  4. Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James Pennebaker, Rada Mihalcea. Expressive Interviewing: A Conversational System for Coping with COVID-19. arXiv 2020.

  5. Xu, Zhentao, Verónica Pérez-Rosas, and Rada Mihalcea. “Inferring Social Media Users’ Mental Health Status from Multimodal Information.” Proceedings of The 12th Language Resources and Evaluation Conference. 2020.

  6. Hou, Rui, Verónica Pérez-Rosas, Stacy Loeb, and Rada Mihalcea. “Towards automatic detection of misinformation in online medical videos.” In 2019 International conference on multimodal interaction, pp. 235-243. 2019.

  7. Verónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow and Rada Mihalcea. What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversation. 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, 2019.

  8. Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria. Towards Multimodal Sarcasm Detection (An Obviously Perfect Paper). 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, 2019.

  9. Felix Soldner, Verónica Pérez-Rosas, Rada Mihalcea. Box of Lies: Multimodal Deception Detection in Dialogues.  Annual Conference of the North American Chapter of the Association for Computational Linguistics. Minneapolis. USA, 2019.

  10. Charles Welch, Verónica Pérez-Rosas, Jonathan Kummerfeld, Rada Mihalcea. Look Who’s Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2019

  11. Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, Rada Mihalcea. Automatic Detection of Fake News. 27th International Conference on Computational Linguistics (COLING 2018). Santa Fe, New Mexico, USA. 2018.

  12. Verónica Pérez-Rosas, Xuetong Sun, Christy Li, Yuchen Wang, Kenneth Resnicow, Rada Mihalcea. Analyzing the Quality of Counseling Conversations: the Tell-Tale Signs of Effective Counseling. 11th Language Resources and Evaluation Conference (LREC), 2018. Miyazaki, Japan. May 2018.

  13. Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, and Mihai Burzo, Multimodal Gender Detection. 19th ACM International Conference on Multimodal Interaction (ICMI), Glasgow, Scotland, 2017.

  14. Verónica Pérez-Rosas, Quincy Davenport, Anna Dai, Mohamed Abouelenien and Rada Mihalcea. Identity Deception Detection. 8th International Joint Conference on Natural Language Processing (IJCNLP), Taipei, Taiwan, 2017.

  15. Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh and Lawrence An. Understanding and Predicting Empathic Behavior in Counseling Therapy, Association for Computational Linguistics (ACL), Vancouver Canada, 2017.

  16. Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, Lawrence An, Kathy J. Goggin, and Delwyn Catley, Predicting Counselor Behaviors in Motivational Interviewing Encounters, European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, 2017.

  17. Mohamed Abouelenien, Verónica Pérez-Rosas, Bohan Zhao, Rada Mihalcea, and Mihai Burzo. Gender-based Multimodal Deception Detection, ACM Conference on Applied Computing (ACM SAC), Morocco, 2017

  18. Verónica Pérez-Rosas, Ken Resnicow, Rada Mihalcea. Automatic Coding of Counselor Reflections and Questions in Motivational Interviewing Encounters. Fifth International Conference on Motivational Interviewing (ICMI), Philadelphia, PA, USA, 2017.

  19. Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, and Lawrence An. Building a Motivational Interviewing Dataset.  Computational Linguistics and Clinical Psychology Workshop in North American Chapter of the Association for Computational Linguistics (NAACL HLT), 2016.

  20. Verónica Pérez-Rosas and Rada Mihalcea. Experiments in Open Domain Deception Detection, Conference of Empirical Methods in Natural Language Processing (EMNLP), Lisbon, Portugal, 2015.

  21. Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, and Mihai Burzo. Deception Detection using Real-life Trial Data, Proceedings of the ACM Conference on Multimodal Interaction (ICMI), Seattle 2015.

  22. Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, CJ Linton and Mihai Burzo. Verbal and Nonverbal Clues for Real-life Deception Detection, Conference of Empirical Methods in Natural Language Processing (EMNLP), Lisbon, Portugal, 2015.

  23. Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo. Multimodal Deception Detection, in Proceedings of International Conference on Multimodal Interaction (ICMI), Istanbul, Turkey, November 2014.

  24. Verónica Pérez-Rosas and Rada Mihalcea. Cross-cultural deception detection in Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Baltimore, June 2014.

  25. Rada Mihalcea, Verónica Pérez-Rosas, Mihai Burzo, Alexis Narvaez, A Multimodal Dataset for Deception Detection, Proceedings of Language Resources and Evaluation (LREC), Reykjavik, Iceland, 2014.

  26. Mihai Burzo, Mohamed Abouelenien, Verónica Pérez-Rosas, Cakra Wicaksono, Yong Tao and Rada Mihalcea. Using Infrared Thermography and Biosensors to Detect Thermal Discomfort in a Building’s Inhabitants. International Mechanical Engineering Congress and Exposition (ASME 2014), Montreal, Quebec, Canada, November 14–20, 2014

  27. Mihai Burzo, Cakra Wicaksono, Mohamed Abouelenien, Rada Mihalcea, Verónica Pérez-Rosas and Yong Tao. Multimodal Sensing of Thermal Discomfort for Adaptive Energy Saving in Buildings. Proceedings of International Initiative for a sustainable Built Environment (iiSBE) Net Zero Built Environment Symposium. Florida, March 2014.

  28. Verónica Pérez-Rosas, Rada Mihalcea, Sentiment Analysis of Online Spoken Reviews in Proceedings of 14th Annual Conference of the International Speech Communication Association (INTERSPEECH), Lyon France, August 2013.

  29. Verónica Pérez-Rosas, Rada Mihalcea, Louis-Philippe Morency, Utterance-Level Multimodal Sentiment Analysis in Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 2013.

  30. Verónica Pérez-Rosas, Alexis Narvaez, Mihai Burzo, Rada Mihalcea, Thermal Imaging for Affect Detection, in Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA), Rhodes Island, Greece, June 2013.

  31. Mihai Burzo, Daniel McDuff, Rada Mihalcea, Louis-Philippe Morency, Alexis Narvaez and Verónica Pérez-Rosas, Towards Sensing the Influence of Visual Narratives on Human Affect, in Proceedings of the ACM International Conference on Multimodal Interaction (ICMI), Santa Monica, October 2012.

  32. Rada Mihalcea, Verónica Pérez-Rosas, Mihai Burzo, Deceit Detection in Verbal Communication, Proceedings of the ACM International Conference on Multimodal Interaction (ICMI), Sidney, December 2012.

  33. Verónica Pérez-Rosas, Carmen Banea, Rada Mihalcea, Learning Sentiment Lexicons in Spanish, in Proceedings of Language Resources and Evaluation (LREC), Istanbul, Turkey, May 2012