Vivek Datla
4 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π Conference Polyglot Β· Bronze
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Keyword Trendsetter Combo
(3)
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Keyword Pioneer
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
deep reinforcement learning
(1)
reinforcement learning
(1)
ensemble learning
(1)
uncertainty quantification
(1)
natural language inference
(1)
paraphrase generation
(1)
deep learning
(1)
clinical diagnosis
(1)
medical text
(1)
sequence classification
(1)
long short-term memory
(1)
retrieval-augmented generation
(1)
textual entailment
(1)
residual connection
(1)
bidirectional lstm
(1)
confidence estimation
(1)
deep q-network
(1)
knowledge retrieval
(1)
dependent reading
(1)
ensemble strategy
(1)
Papers
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference
NAACL 2018
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning
IJCNLP 2017
Neural Paraphrase Generation with Stacked Residual LSTM Networks
COLING 2016