Machine learning and natural language processing in psychotherapy research: Alliance as example use case. SB Goldberg, N Flemotomos, VR Martinez, MJ Tanana, PB Kuo, BT Pace, ... Journal of counseling psychology 67 (4), 438, 2020 | 128 | 2020 |
Automated evaluation of psychotherapy skills using speech and language technologies N Flemotomos, VR Martinez, Z Chen, K Singla, V Ardulov, R Peri, ... Behavior Research Methods 54 (2), 690-711, 2022 | 79 | 2022 |
Clinical state tracking in serious mental illness through computational analysis of speech AC Arevian, D Bone, N Malandrakis, VR Martinez, KB Wells, DJ Miklowitz, ... PLoS one 15 (1), e0225695, 2020 | 75 | 2020 |
Linguistic analysis of differences in portrayal of movie characters A Ramakrishna, VR Martínez, N Malandrakis, K Singla, S Narayanan Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 73 | 2017 |
PyKaldi: A python wrapper for Kaldi D Can, VR Martinez, P Papadopoulos, SS Narayanan Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International …, 2018 | 57 | 2018 |
Violence Rating Prediction from Movie Scripts VR Martinez, K Somandepalli, K Singla, A Ramakrishna, YT Uhls, ... Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 671-678, 2019 | 46 | 2019 |
Computational Media Intelligence: Human-centered Machine Analysis of Media SN Krishna Somandepalli,Tanaya Guha,Victor R. Martinez,Naveen Kumar,Hartwig Adam Proceedings of the IEEE, 1-20, 2021 | 39* | 2021 |
Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions. N Flemotomos, VR Martinez, J Gibson, DC Atkins, TA Creed, ... Interspeech, 1908-1912, 2018 | 34 | 2018 |
Automated quality assessment of cognitive behavioral therapy sessions through highly contextualized language representations N Flemotomos, VR Martinez, Z Chen, TA Creed, DC Atkins, S Narayanan PloS one 16 (10), e0258639, 2021 | 30 | 2021 |
Identifying Therapist and Client Personae for Therapeutic Alliance Estimation VR Martinez, N Flemotomos, V Ardulov, K Somandepalli, SB Goldberg, ... INTERSPEECH 2019, 1901-1905, 2019 | 14 | 2019 |
Sentiment characterization of an urban environment via Twitter V Martínez, VM Gonzílez Ubiquitous Computing and Ambient Intelligence. Context-Awareness and Context …, 2013 | 12 | 2013 |
Joint estimation and analysis of risk behavior ratings in movie scripts V Martinez, K Somandepalli, Y Tehranian-Uhls, S Narayanan Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 11 | 2020 |
A multiparty chat-based dialogue system with concurrent conversation tracking and memory VR Martinez, J Kennedy Proceedings of the 2nd conference on conversational user interfaces, 1-9, 2020 | 11 | 2020 |
Robust diagnostic classification via Q-learning V Ardulov, VR Martinez, K Somandepalli, S Zheng, E Salzman, C Lord, ... Scientific reports 11 (1), 11730, 2021 | 10 | 2021 |
Multimodal representation of advertisements using segment-level autoencoders K Somandepalli, V Martinez, N Kumar, S Narayanan Proceedings of the 20th ACM International Conference on Multimodal …, 2018 | 10 | 2018 |
Elisa system description for lorehlt 2017 L Cheung, T Gowda, U Hermjakob, N Liu, J May, A Mayn, ... Proc. Low Resource Human Lang. Technol, 51-59, 2017 | 9 | 2017 |
Boys don’t cry (or kiss or dance): A computational linguistic lens into gendered actions in film VR Martinez, K Somandepalli, S Narayanan Plos one 17 (12), e0278604, 2022 | 7 | 2022 |
The elisa situation frame extraction for low resource languages pipeline for lorehlt’2016 N Malandrakis, A Ramakrishna, V Martinez, T Sorensen, D Can, ... Machine Translation 32, 127-142, 2018 | 4 | 2018 |
Understanding human behavior in urban spaces using social network data: a mobility graph approach VR Martinez, MA Escalante, M Beguerisse-Díaz, E Garduño, ... International Journal of Web Services Research (IJWSR) 13 (4), 54-66, 2016 | 4 | 2016 |
weRemember: letting ad patients to enjoy their home and their families OD Camarena Gomez, R Juarez Armenta, H Huipet, V Martinez CHI'12 Extended Abstracts on Human Factors in Computing Systems, 1255-1260, 2012 | 4 | 2012 |