As First and Equal Contribution Author:
As n > 1 Author:
Workshops and Posters:
- Domain Adapted Word Embeddings for Improved Sentiment Classification. Prathusha K Sarma, Yingyu Liang and William A Sethares. ACL 2018. [SHORT][LONG]
- Simple Algorithms For Sentiment Analysis on Sentiment Rich, Data Poor Domains. Prathusha K Sarma, William A Sethares. COLING 2018. [PAPER]
- Detecting Recovery Problems "Just-in-Time": Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum. Rachel Kornfield*, Prathusha Kameswara Sarma* Et. al. In press JMIR 2018 (IF = 5.17). *Equal contribution by both authors. [PAPER]
- Multimodal Sentiment Analysis using Deep Canonical Correlation Analysis. Zhongkai Sun*, Prathusha K Sarma*, William A Sethares and Erik Bucy. Interspeech 2019. *Equal contribution by both authors.
- Shallow Domain Adaptive Embeddings for Sentiment Analysis. Prathusha K Sarma, Yingyu Liang and William A Sethares. EMNLP 2019. [PAPER]
As n > 1 Author:
- Learning Relationships between Text, Audio and Video via Deep Canonical Correlation Analysis for Multimodal Language Analysis. Zhongkai Sun, Prathusha K Sarma, William A Sethares and Yingyu Liang. AAAI 2020.
- Change Talk in a Digital Substance Use Disorder Support Group and its Effect on Recovery Outcomes. Yan Liu, Rachel Kornfield and Prathusha Kameswara Sarma. Kentucky Health Comm Conference 2018.
Workshops and Posters:
- Deep Learning Approaches for Low-Resource NLP, ACL 2018. [POSTER]
- SRW, NAACL 2018.
- Joint Learning of Word Embeddings and Classifier for Sentiment Classification in Small Data Sets, WiML 2017.
- Using time series and natural language processing to identify viral moments in the 2016 U.S Presidential Debate. NLP+CSS, NAACL 2019. [PAPER]