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2021
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Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings
In human-level NLP tasks, such as predicting mental health, personality, or demographics, the number of observations is often smaller …
Adithya Ganesan
,
Matthew Matero
,
Aravind Ravula
,
Huy Vu
,
H. Andrew Schwartz
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Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings
Psychologists routinely assess people’s emotions and traits, such as their personality, by collecting their responses to survey …
Huy Vu
,
Suhaib Abdurahman
,
Sudeep Bhatia
,
Lyle Ungar
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Suicide Risk Assessment with Multi-level Dual-Context Language and BERT
Mental health predictive systems typically model language as if from a single context (e.g. Twitter posts, status updates, or forum …
Matthew Matero
,
Akash Idnani
,
Youngseo Son
,
Salvatore Giorgi
,
Huy Vu
,
Mohammad Zamani
,
Parth Limbachiya
,
Sharath Chandra Guntuku
,
H. Andrew Schwartz
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3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model
Automatic segmentation of major brain tissues from high-resolution magnetic resonance images (MRIs) plays an important role in clinical …
Duy Minh Ho Nguyen
,
Huy Vu
,
Huy Quang Ung
,
Binh Thanh Nguyen
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