Pranav Shetty

According to our database, Pranav Shetty authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images.

Mathieu Sibue, Andres Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso

CoRR, February, 2026

ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images.

Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Detecting Non-Membership in LLM Training Data via Rank Correlations.

Pranav Shetty, Mirazul Haque, Zhiqiang Ma, Xiaomo Liu

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Perturb Your Data: Paraphrase-Guided Training Data Watermarking.

Pranav Shetty, Mirazul Haque, Petr Babkin, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A pipeline for data and knowledge extraction from material science literature to accelerate scientific discovery.

Pranav Shetty

PhD thesis, 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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

FASER-IN: Evasion of Network Intrusion Detection Systems in Industrial Networks.

Pranav Shetty, Ankush Meshram, Markus Karch, Christian Haas, Nils Ole Tippenhauer

Proceedings of the 11th ACM Cyber-Physical System Security Workshop, 2025

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, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

"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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

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, Pranav Shetty, Tanweer Ali

IEEE Trans. Circuits Syst. II Express Briefs, March, 2023

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 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

PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.

Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang

CoRR, 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, Pranav Shetty, Tanweer Ali

IEEE Access, 2022

Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.

Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition.

Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021