Matthew Matero
10 papers · 2019–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(10)
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(5)
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Unstoppable Β· Bronze
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Machine Learning
(9)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Deep Learning
(5)
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(5)
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(4)
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(4)
Healthcare & Medicine
(3)
Clinical
(3)
Core Methods
(3)
Resources & Methods
(3)
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(2)
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(2)
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(2)
Data Science & Analytics
(1)
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mental health
(3)
text classification
(3)
sentiment analysis
(3)
social media analysis
(2)
language model
(2)
autoregressive model
(1)
time series
(1)
stance detection
(1)
dimension reduction
(1)
suicide risk assessment
(1)
self-supervised learning
(1)
hierarchical model
(1)
instruction tuning
(1)
recurrent neural network
(1)
sequence model
(1)
language modeling
(1)
pre-trained language model
(1)
masked language modeling
(1)
social media
(1)
principal component analysis
(1)
Papers
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks
EACL 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis
EACL 2024
Discourse-Level Representations can Improve Prediction of Degree of Anxiety
ACL 2023
Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment
ACL 2022
Human Language Modeling
ACL 2022
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
NAACL 2022
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality
NAACL 2021
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection
EMNLP 2021
Autoregressive Affective Language Forecasting: A Self-Supervised Task
COLING 2020
Suicide Risk Assessment with Multi-level Dual-Context Language and BERT
NAACL 2019