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ORCIDPranav Shetty
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2020 – today
- 2024
[c4]Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso:
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. EMNLP (Findings) 2024: 13162-13185- [c3]Jerry Junyang Cheung, Yuchen Zhuang, Yinghao Li, Pranav Shetty, Wantian Zhao, Sanjeev Grampurohit, Rampi Ramprasad, Chao Zhang:
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature. NAACL-HLT 2024: 2370-2385 - [i7]Pranav Shetty, Aishat Adeboye, Sonakshi Gupta, Chao Zhang, Rampi Ramprasad:
Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing. CoRR abs/2402.19462 (2024) - [i6]Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso:
"What is the value of {templates}?" Rethinking Document Information Extraction Datasets for LLMs. CoRR abs/2410.15484 (2024) - 2023
- [j3]Praveen Kumar
, Sameena Pathan, Shweta Vincent, Om Prakash Kumar, Yashwanth Nanjappa, Pradeep Kumar, Pranav Shetty, Tanweer Ali:
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 70(3): 949-953 (2023) - [i5]Jerry Junyang Cheung, Yuchen Zhuang, Yinghao Li, Pranav Shetty, Wantian Zhao, Sanjeev Grampurohit, Rampi Ramprasad, Chao Zhang:
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature. CoRR abs/2311.07715 (2023) - 2022
- [j2]Praveen Kumar, Sameena Pathan, Om Prakash Kumar, Shweta Vincent, Yashwanth Nanjappa, Pradeep Kumar, Pranav Shetty, Tanweer Ali:
Design of a Six-Port Compact UWB MIMO Antenna With a Distinctive DGS for Improved Isolation. IEEE Access 10: 112964-112974 (2022) - [c2]Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang:
Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. ACL (1) 2022: 745-758 - [i4]Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang:
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. CoRR abs/2203.09735 (2022) - [i3]Pranav Shetty, Arunkumar Chitteth Rajan, Christopher Künneth, Sonakshi Gupta, Lakshmi Prerana Panchumarti, Lauren Holm, Chao Zhang, Rampi Ramprasad:
A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing. CoRR abs/2209.13136 (2022) - [i2]Sushant Lenka, Pratyush Kerhalkar, Pranav Shetty, Harsh Gupta, Bhavam Vidyarthi, Ujjwal Verma:
Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images. CoRR abs/2210.01588 (2022) - 2021
- [j1]Pranav Shetty, Rampi Ramprasad:
Machine-Guided Polymer Knowledge Extraction Using Natural Language Processing: The Example of Named Entity Normalization. J. Chem. Inf. Model. 61(11): 5377-5385 (2021) - [c1]Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song:
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition. ACL/IJCNLP (1) 2021: 6178-6190 - [i1]Yinghao Li, Pranav Shetty, Lucas Liu, Chao Zhang, Le Song:
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition. CoRR abs/2105.12848 (2021)
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