BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition. - Yinghao Li; Pranav Shetty; Lucas Liu; Chao Zhang 014; Le Song (ACL/IJCNLP (1), 2021)

Machine-Guided Polymer Knowledge Extraction Using Natural Language Processing: The Example of Named Entity Normalization. - Pranav Shetty; Rampi Ramprasad (J. Chem. Inf. Model., 2021)

Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. - Rongzhi Zhang; Yue Yu 001; Pranav Shetty; Le Song; Chao Zhang 014 (ACL (1), 2022)

Design of a Six-Port Compact UWB MIMO Antenna With a Distinctive DGS for Improved Isolation. - Praveen Kumar; Sameena Pathan; Om Prakash Kumar; Shweta Vincent; Yashwanth Nanjappa; Pradeep Kumar 004; Pranav Shetty; Tanweer Ali (IEEE Access, 2022)

PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. - Rongzhi Zhang; Yue Yu 001; Pranav Shetty; Le Song; Chao Zhang 014 (CoRR, 2022)

A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing. - Pranav Shetty; Arunkumar Chitteth Rajan; Christopher Künneth; Sonakshi Gupta; Lakshmi Prerana Panchumarti; Lauren Holm; Chao Zhang; Rampi Ramprasad (CoRR, 2022)

Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images. - Sushant Lenka; Pratyush Kerhalkar; Pranav Shetty; Harsh Gupta; Bhavam Vidyarthi; Ujjwal Verma (CoRR, 2022)

A Compact Quad-Port UWB MIMO Antenna With Improved Isolation Using a Novel Mesh-Like Decoupling Structure and Unique DGS. - Praveen Kumar; Sameena Pathan; Shweta Vincent; Om Prakash Kumar; Yashwanth Nanjappa; Pradeep Kumar 004; Pranav Shetty; Tanweer Ali (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. - Ran Zmigrod; Pranav Shetty; Mathieu Sibue; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu; Manuela Veloso (EMNLP (Findings), 2024)

POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature. - Jerry Junyang Cheung; Yuchen Zhuang; Yinghao Li; Pranav Shetty; Wantian Zhao; Sanjeev Grampurohit; Rampi Ramprasad; Chao Zhang 014 (NAACL-HLT, 2024)

Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing. - Pranav Shetty; Aishat Adeboye; Sonakshi Gupta; Chao Zhang; Rampi Ramprasad (CoRR, 2024)

CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation. - T. Y. S. S. Santosh; Youssef Tarek Elkhayat; Oana Ichim; Pranav Shetty; Dongsheng Wang 005; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu (ACL (1), 2025)

Where is this coming from? Making groundedness count in the evaluation of Document VQA models. - Armineh Nourbakhsh; Siddharth Parekh; Pranav Shetty; Zhao Jin; Sameena Shah; Carolyn P. Rosé (NAACL (Findings), 2025)

A pipeline for data and knowledge extraction from material science literature to accelerate scientific discovery. - Pranav Shetty (2025)