Sourabh Zanwar
7 papers · 2022–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Applications
(6)
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core Methods
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Clinical
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
text classification
(4)
psycholinguistic feature
(4)
mental health detection
(3)
transformer model
(2)
bidirectional long short-term memory
(2)
social media analysis
(1)
emotion recognition
(1)
model fusion
(1)
class imbalance
(1)
emotion detection
(1)
multi-class classification
(1)
ensemble model
(1)
feature fusion
(1)
pre-trained language model
(1)
bidirectional lstm
(1)
social media
(1)
out-of-distribution data
(1)
linguistic feature
(1)
mental health
(1)
stress detection
(1)
Papers
SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German
EACL 2023
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection
ACL 2023
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
EMNLP 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features
EMNLP 2022
MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress
COLING 2022
Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features
ACL 2022
The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts
COLING 2022