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Matthew Matero
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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
127*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
312021
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
232021
Human Language Modeling
N Soni, M Matero, N Balasubramanian, HA Schwartz
Findings of the Association for Computational Linguistics: ACL 2022, 2022
152022
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
14*2022
Autoregressive Affective Language Forecasting: A Self-Supervised Task
M Matero, HA Schwartz
Proceedings of the 28th International Conference on Computational …, 2020
112020
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
92022
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
8*2022
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
72023
Discourse-level representations can improve prediction of degree of anxiety
S Juhng, M Matero, V Varadarajan, J Eichstaedt, AV Ganesan, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
52023
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks
G Dey, AV Ganesan, YK Lal, M Shah, S Sinha, M Matero, S Giorgi, ...
arXiv preprint arXiv:2402.01980, 2024
22024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis
M Matero, H Vu, A Nilsson, S Mahwish, YM Cho, J McKay, J Eichstaedt, ...
Proceedings of the 9th Workshop on Computational Linguistics and Clinical …, 2024
2024
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
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Articles 1–14