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Preslav Nakov — most-cited papers & profile · Large Language Models
← authors
·
overview
Preslav Nakov
23
papers ·
88
citations ·
0
h-index
Mohamed bin Zayed University of Artificial Intelligence
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs
2023 · 4 citations
A Survey of Confidence Estimation and Calibration in Large Language Models
2023 · 2 citations
A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models
2025 · 1 citations
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control
2025 · 1 citations
Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore's Low-Resource Languages
2025
Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World
2025
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models
2025
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs
2025
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models
2024
Top co-authors
Timothy Baldwin
· 3
Yuxia Wang
· 3
Alexander Panchenko
· 2
Artem Shelmanov
· 2
Artem Vazhentsev
· 2
Ekaterina Fadeeva
· 2
Fengyu Cai
· 2
Jiahui Geng
· 2
Maxim Panov
· 2
Chenxi Wang
· 1
Claire Cardie
· 1
Fajri Koto
· 1
Topics
cs.CL
Training Techniques
Evaluation
Safety & Alignment
In-Context Learning
cs.AI
RAG
Survey Paper
cs.IR
Reinforcement Learning