Suicide Risk Assessment with Multi-level Dual-Context Language and BERT M Matero, A Idnani, Y Son, S Giorgi, H Vu, M Zamani, P Limbachiya, ... Proceedings of the Sixth Workshop on Computational Linguistics and Clinical …, 2019 | 117* | 2019 |
Empirical evaluation of pre-trained transformers for human-level nlp: The role of sample size and dimensionality AV Ganesan, M Matero, AR Ravula, H Vu, HA Schwartz Proceedings of the conference. Association for Computational Linguistics …, 2021 | 25 | 2021 |
MeLT: Message-level transformer with masked document representations as pre-training for stance detection M Matero, N Soni, N Balasubramanian, HA Schwartz Findings of the Association for Computational Linguistics: EMNLP 2021., 2021 | 20 | 2021 |
Human Language Modeling N Soni, M Matero, N Balasubramanian, HA Schwartz Findings of the Association for Computational Linguistics: ACL 2022, 2022 | 11 | 2022 |
Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment M Matero, A Hung, H Schwartz Proceedings of the 12th Workshop on Computational Approaches to Subjectivity …, 2022 | 11* | 2022 |
Autoregressive Affective Language Forecasting: A Self-Supervised Task M Matero, HA Schwartz Proceedings of the 28th International Conference on Computational …, 2020 | 10 | 2020 |
Opioid death projections with AI-based forecasts using social media language M Matero, S Giorgi, B Curtis, LH Ungar, HA Schwartz npj Digital Medicine 6 (1), 35, 2023 | 5 | 2023 |
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums AV Ganesan, V Varadarajan, J Mittal, S Subrahmanya, M Matero, N Soni, ... Proceedings of the Eighth Workshop on Computational Linguistics and Clinical …, 2022 | 5* | 2022 |
Using Facebook language to predict and describe excessive alcohol use R Jose, M Matero, G Sherman, B Curtis, S Giorgi, HA Schwartz, LH Ungar Alcoholism: Clinical and Experimental Research 46 (5), 836-847, 2022 | 5 | 2022 |
Discourse-Level Representations can Improve Prediction of Degree of Anxiety S Juhng, M Matero, V Varadarajan, JC Eichstaedt, AV Ganesan, ... The 61st Annual Meeting Of The Association For Computational Linguistics, 2023 | 1 | 2023 |
Longitudinal Human-Centered Natural Language Processing M Matero State University of New York at Stony Brook, 2023 | | 2023 |
Autoregressive Models for Affective Forecasting Using Natural Language M Matero State University of New York at Stony Brook, 2019 | | 2019 |