Preslav Nakov
- Papers
- 32
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Authored papers
32YaPO: Learnable Sparse Activation Steering Vectors for Domain Adaptation
arXiv 2026
Instruction-Guided Poetry Generation in Arabic and Its Dialects
arXiv 2026
GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge
arXiv 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
arXiv 2025
Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts
arXiv 2025
Profiling News Media for Factuality and Bias Using LLMs and the Fact-Checking Methodology of Human Experts
arXiv 2025
UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking
arXiv 2025
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
arXiv 2024
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
arXiv 2024
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
arXiv 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
arXiv 2024
FIRE: Fact-checking with Iterative Retrieval and Verification
arXiv 2024
Semantic Ranking for Automated Adversarial Technique Annotation in Security Text
arXiv 2024
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic
arXiv 2024
Exploring Language Model Generalization in Low-Resource Extractive QA
arXiv 2024
OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs
arXiv 2024
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic
arXiv 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
arXiv 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
arXiv 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models
arXiv 2024
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs
arXiv 2023
LLM360: Towards Fully Transparent Open-Source LLMs
arXiv 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
arXiv 2023
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
arXiv 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
arXiv 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
arXiv 2023
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering
arXiv 2023
RuleBert: Teaching Soft Rules to Pre-trained Language Models
EMNLP 2021 11
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking
NAACL (NLP4IF) 2021 6
EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering
EMNLP 2020 11
On the Effect of Dropping Layers of Pre-trained Transformer Models
arXiv 2020
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian
beyond-english-only-reading-comprehension-1
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