Pranav Shetty
10 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (8)
π
Interdisciplinary Bridge
π
Academic Marathon
(5)
ποΈ
Keyword Collector
(56)
π
Century Club
(10)
β
The Questioner
(2)
Conferences
ACL (3)
EACL (2)
NAACL (2)
AAAI (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(3)
named entity recognition
(3)
weakly supervised learning
(3)
prompt engineering
(2)
multi-source learning
(2)
pre-trained language model
(2)
label noise
(2)
hidden markov model
(2)
evaluation methodology
(1)
semantic analysis
(1)
information extraction
(1)
prompt-based learning
(1)
visual question answering
(1)
paraphrase generation
(1)
document understanding
(1)
multimodal learning
(1)
rank correlation
(1)
weak supervision
(1)
groundedness evaluation
(1)
model evaluation
(1)
Papers
Detecting Non-Membership in LLM Training Data via Rank Correlations
EACL 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
EACL 2026
Where is this coming from? Making groundedness count in the evaluation of Document VQA models
NAACL 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
ACL 2025
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature
NAACL 2024
βWhat is the value of templates?β Rethinking Document Information Extraction Datasets for LLMs
EMNLP 2024
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
ACL 2022
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition
ACL 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition
IJCNLP 2021