Matthew Matero

According to our database, Matthew Matero authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks.

Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Author Correction: Opioid death projections with AI-based forecasts using social media language.

Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz

npj Digit. Medicine, 2023

Opioid death projections with AI-based forecasts using social media language.

Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz

npj Digit. Medicine, 2023

Discourse-Level Representations can Improve Prediction of Degree of Anxiety.

Swanie Juhng, Matthew Matero, Vasudha Varadarajan, Johannes C. Eichstaedt, Adithya V. Ganesan, H. Andrew Schwartz

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Understanding BERT's Mood: The Role of Contextual-Embeddings as User-Representations for Depression Assessment.

Matthew Matero, Albert Hung, H. Andrew Schwartz

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

Human Language Modeling.

Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Understanding RoBERTa's Mood: The Role of Contextual-Embeddings as User-Representations for Depression Prediction.

Matthew Matero, Albert Hung, H. Andrew Schwartz

CoRR, 2021

Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality.

Adithya V. Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection.

Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Autoregressive Affective Language Forecasting: A Self-Supervised Task.

Matthew Matero, H. Andrew Schwartz

Proceedings of the 28th International Conference on Computational Linguistics, 2020