Pranav Shetty

26 papers A* 1Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Detecting Non-Membership in LLM Training Data via Rank Correlations.
EACL (Volume 1: Long Papers)
Pranav Shetty, Mirazul Haque, Zhiqiang Ma, Xiaomo Liu
2026 J jnl
Detecting Non-Membership in LLM Training Data via Rank Correlations.
CoRR
Pranav Shetty, Mirazul Haque, Zhiqiang Ma, Xiaomo Liu
2026 — conf
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images.
EACL (Volume 1: Long Papers)
Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso
2026 J jnl
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images.
CoRR
Mathieu Sibue, Andres Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso
2026 A* conf
Perturb Your Data: Paraphrase-Guided Training Data Watermarking.
AAAI
Pranav Shetty, Mirazul Haque, Petr Babkin, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso
2025 — —
A pipeline for data and knowledge extraction from material science literature to accelerate scientific discovery.
Pranav Shetty
2025 — conf
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation.
ACL (1)
T. Y. S. S. Santosh, Youssef Tarek Elkhayat, Oana Ichim, Pranav Shetty, Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu
2025 J jnl
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation.
CoRR
T. Y. S. S. Santosh, Youssef Tarek Elkhayat, Oana Ichim, Pranav Shetty, Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu
2025 — conf
FASER-IN: Evasion of Network Intrusion Detection Systems in Industrial Networks.
CPSS@AsiaCCS
Pranav Shetty, Ankush Meshram, Markus Karch, Christian Haas, Nils Ole Tippenhauer
2025 J jnl
Perturb Your Data: Paraphrase-Guided Training Data Watermarking.
CoRR
Pranav Shetty, Mirazul Haque, Petr Babkin, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso
2025 — conf
Where is this coming from? Making groundedness count in the evaluation of Document VQA models.
NAACL (Findings)
Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty, Zhao Jin, Sameena Shah, Carolyn P. Rosé
2025 J jnl
Where is this coming from? Making groundedness count in the evaluation of Document VQA models.
CoRR
Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty, Zhao Jin, Sameena Shah, Carolyn P. Rosé
2024 — conf
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs.
EMNLP (Findings)
Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso
2024 J jnl
"What is the value of {templates}?" Rethinking Document Information Extraction Datasets for LLMs.
CoRR
Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso
2024 J jnl
Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing.
CoRR
Pranav Shetty, Aishat Adeboye, Sonakshi Gupta, Chao Zhang, Rampi Ramprasad
2024 — conf
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature.
NAACL-HLT
Jerry Junyang Cheung, Yuchen Zhuang, Yinghao Li, Pranav Shetty, Wantian Zhao, Sanjeev Grampurohit, Rampi Ramprasad, Chao Zhang
2023 J jnl
A Compact Quad-Port UWB MIMO Antenna With Improved Isolation Using a Novel Mesh-Like Decoupling Structure and Unique DGS.
IEEE Trans. Circuits Syst. II Express Briefs
Praveen Kumar, Sameena Pathan, Shweta Vincent, Om Prakash Kumar, Yashwanth Nanjappa, Pradeep Kumar, Pranav Shetty, Tanweer Ali
2023 J jnl
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature.
CoRR
Jerry Junyang Cheung, Yuchen Zhuang, Yinghao Li, Pranav Shetty, Wantian Zhao, Sanjeev Grampurohit, Rampi Ramprasad, Chao Zhang
2022 J jnl
A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing.
CoRR
Pranav Shetty, Arunkumar Chitteth Rajan, Christopher Künneth, Sonakshi Gupta, Lakshmi Prerana Panchumarti, Lauren Holm, Chao Zhang, Rampi Ramprasad
2022 J jnl
Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images.
CoRR
Sushant Lenka, Pratyush Kerhalkar, Pranav Shetty, Harsh Gupta, Bhavam Vidyarthi, Ujjwal Verma
2022 J jnl
Design of a Six-Port Compact UWB MIMO Antenna With a Distinctive DGS for Improved Isolation.
IEEE Access
Praveen Kumar, Sameena Pathan, Om Prakash Kumar, Shweta Vincent, Yashwanth Nanjappa, Pradeep Kumar, Pranav Shetty, Tanweer Ali
2022 J jnl
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.
CoRR
Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang
2022 — conf
Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.
ACL (1)
Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang
2021 — conf
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition.
ACL/IJCNLP (1)
Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song
2021 J jnl
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition.
CoRR
Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song
2021 J jnl
Machine-Guided Polymer Knowledge Extraction Using Natural Language Processing: The Example of Named Entity Normalization.
J. Chem. Inf. Model.
Pranav Shetty, Rampi Ramprasad