Charaka Vinayak Kumar
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
text classification
(2)
large language model
(2)
confidence scoring
(1)
pre-trained language model
(1)
hallucination detection
(1)
industrial adaptation
(1)
company size
(1)
practical guide
(1)
use case deployment
(1)
industrial application
(1)
feature extraction
(1)
consistency modeling
(1)
machine-generated text detection
(1)
Papers
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
IJCNLP 2025
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size
COLING 2025
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques
SemEval 2024