About Me
Hi there! I am Priyam, currently a Computational Linguistics grad student at the University of Washington, Seattle. Previously I have worked at various organizations on speech pronunciation evaluation, document processing and healthcare. I also have research experience in privacy-enabled NLP and data augmentation for low-resource domains with publications in EMNLP and ICML. My interests are in machine learning, primarily focusing on speech processing for AI in healthcare and accessibility.
Publications
- RankAug: Augmented data ranking for text classification. GEM, EMNLP 2023
- Benchmarking Differential Privacy and Federated Learning for BERT Models. ML4Data, ICML 2021
- Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning. EcoNLP, EMNLP 2021
- CyberPolice: Classification of Cyber Sexual Harassment. EPIA 2021, Springer LNCS
- But how robust is RoBERTa actually?: A Benchmark of SOTA Transformer Networks for Sexual Harassment Detection on Twitter. IEEE I-SMAC 2021
- Multimodal Sentimental Analysis of #MeToo Tweets using Focal Loss (Grand Challenge). IEEE BigMM 2020
- Interpretability of Fine-grained Classification of Sadness and Depression. Pre-print