5 citations · 9 across the 3 of their papers we have counts for
3 papers · 1 filter
Leveraging Emotion-specific Features to Improve Transformer Performance for Emotion Classification
Shaily Desai, Atharva Kshirsagar, Aditi Sidnerlikar +2
This paper describes the approach to the Emotion Classification shared task held at WASSA 2022 by team PVGs AI Club. This Track 2 sub-task focuses on building models which can pred…
Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification
Amey Hengle, Atharva Kshirsagar, Shaily Desai +1
Since their inception, transformer-based language models have led to impressive performance gains across multiple natural language processing tasks. For Arabic, the current state-o…
PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction
Atharva Kulkarni, Sunanda Somwase, Shivam Rajput +1
Active research pertaining to the affective phenomenon of empathy and distress is invaluable for improving human-machine interaction. Predicting intensities of such complex emotion…