Charaka Vinayak Kumar
5 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
AACL (1)
COLING (1)
IJCNLP (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
text classification
(3)
large language model
(3)
machine generated text detection
(2)
confidence scoring
(2)
hallucination detection
(2)
pre-trained model
(1)
pre-trained language model
(1)
response consistency
(1)
pretrained model
(1)
multi-domain learning
(1)
misinformation detection
(1)
industrial adaptation
(1)
company size
(1)
practical guide
(1)
use case deployment
(1)
neural network
(1)
industrial application
(1)
statistical method
(1)
multi-domain classification
(1)
consistency modeling
(1)
Papers
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size
COLING 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
IJCNLP 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
AACL 2025
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques
NAACL 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques
SEMEVAL 2024