Scholar
Alfy Samuel
Google Scholar ID: wyvN870AAAAJ
Capital One
NLP
Deep Learning
Responsible AI
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Citations
16
H-index
2
i10-index
0
Publications
13
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0
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Publications
15 items
Large Databases Need Small, Open-Weight Language Models
2026
Cited
0
Sampling More, Getting Less: Calibration is the Diversity Bottleneck in LLMs
2026
Cited
0
Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
2026
Cited
0
EPSVec: Efficient and Private Synthetic Data Generation via Dataset Vectors
arXiv.org · 2026
Cited
1
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
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