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Leveraging Emotion-specific Features to Improve Transformer Performance for Emotion Classification



Shaily Desai , Atharva Kshirsagar , Aditi Sidnerlikar , Nikhil Khodake , Manisha Marathe

* 4 pages, 2 figures, to be published at the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis(WASSA 2022) held at ACL 2022 

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Multitask Finetuning for Improving Neural Machine Translation in Indian Languages



Shaily Desai , Atharva Kshirsagar , Manisha Marathe


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Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification



Amey Hengle , Atharva Kshirsagar , Shaily Desai , Manisha Marathe

* 7 pages, 1 figure, The Sixth Arabic Natural Language Processing Workshop. (WANLP 2021), held in conjunction with EACL 2021 

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PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction



Atharva Kulkarni , Sunanda Somwase , Shivam Rajput , Manisha Marathe

* Accepted at the 11th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2021), co-located with EACL 2021 

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