Manisha Marathe
4 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EACL (3)
ACL (1)
Top co-authors
Keywords
sentiment analysis
(3)
multi-task learning
(1)
ensemble learning
(1)
text classification
(1)
topic modeling
(1)
sarcasm detection
(1)
mental health analysis
(1)
contextual representation
(1)
sequence classification
(1)
multi-class classification
(1)
ensemble method
(1)
transformer language model
(1)
emotion classification
(1)
contextual embedding
(1)
arabic language
(1)
text clustering
(1)
emotion prediction
(1)
empathy prediction
(1)
transformer model
(1)
context-free representation
(1)
Papers
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification
ACL 2022
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations
EACL 2021
Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification
EACL 2021
PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction
EACL 2021