Sourabh Zanwar
7 papers · 2022–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(3)
β‘
Prolific Year
(5)
Conferences
ACL (2)
COLING (2)
EMNLP (2)
EACL (1)
Top co-authors
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)
multiclass classification
(1)
ensemble model
(1)
feature fusion
(1)
pre-trained language model
(1)
bidirectional lstm
(1)
social media
(1)
out-of-distribution datum
(1)
linguistic feature
(1)
mental health
(1)
stress detection
(1)
Papers
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection
ACL 2023
SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German
EACL 2023
Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features
ACL 2022
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
The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts
COLING 2022
MANTIS at SMM4Hβ2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress
COLING 2022