Sricharan Kumar
9 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (33) π Cross-Pollinator (13) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(5)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
EMNLP (4)
ACL (2)
AISTATS (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
question answering
(3)
hallucination detection
(2)
large language model
(2)
hallucination mitigation
(2)
retrieval augmented generation
(2)
retrieval-augmented generation
(2)
prompt optimization
(2)
knowledge distillation
(1)
prototype learning
(1)
feature learning
(1)
image translation
(1)
heuristic search
(1)
feature representation
(1)
discrete optimization
(1)
text generation
(1)
prompt engineering
(1)
uncertainty quantification
(1)
goodness-of-fit testing
(1)
language model
(1)
diffusion model
(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
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
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods
AISTATS 2024
DECDM: Document Enhancement Using Cycle-Consistent Diffusion Models
WACV 2024
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
EMNLP 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision
NIPS 2023