Sricharan Kumar
9 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(31)
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The Questioner
⚡
Prolific Year · Productive
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Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Learning Paradigms
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Keywords
question answering
(3)
prompt optimization
(2)
hallucination detection
(2)
retrieval-augmented generation
(2)
hallucination mitigation
(2)
large language model
(2)
in-context learning
(1)
knowledge distillation
(1)
domain adaptation
(1)
image translation
(1)
heuristic search
(1)
feature representation
(1)
discrete optimization
(1)
knowledge refinement
(1)
text generation
(1)
prototype learning
(1)
language model
(1)
goodness-of-fit testing
(1)
annotation cost
(1)
prompt engineering
(1)
Papers
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
ACL 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
ACL 2025
DECDM: Document Enhancement Using Cycle-Consistent Diffusion Models
WACV 2024
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods
AISTATS 2024
Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
EMNLP 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
EMNLP 2024
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision
NeurIPS 2023
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
EMNLP 2023