Alfy Samuel
Scholar

Alfy Samuel

Google Scholar ID: wyvN870AAAAJ
Capital One
NLPDeep LearningResponsible AI
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Citations & Impact
All-time
Citations
16
 
H-index
2
 
i10-index
0
 
Publications
13
 
Co-authors
0
 
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Publications
12 items
Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
2026
Cited
0
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
2026
Cited
0
LLM Optimization Unlocks Real-Time Pairwise Reranking
2025
Cited
0
Readability Reconsidered: A Cross-Dataset Analysis of Reference-Free Metrics
2025
Cited
0
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
2025
Cited
0
Improving Consistency in Retrieval-Augmented Systems with Group Similarity Rewards
2025
Cited
0
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering
2025
Cited
0
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
2025
Cited
0
Resume (English only)
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Co-authors: 0 (list not available)