Pranav Shetty
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) ❓ The Questioner (2)
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large language model
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label noise
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weakly supervised learning
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prompt engineering
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named entity recognition
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evaluation methodology
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information extraction
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visual question answering
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document understanding
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multimodal learning
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semantic analysis
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prompt-based learning
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relation extraction
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paraphrase generation
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rank correlation
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weak supervision
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groundedness evaluation
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model evaluation
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hidden markov model
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text classification
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Papers
Detecting Non-Membership in LLM Training Data via Rank Correlations
EACL 2026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
EACL 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
ACL 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models
NAACL 2025
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature
NAACL 2024
“What is the value of templates?” 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