Tsvigun, Akim

1. LM-Polygraph: Uncertainty Estimation for Language Models
   2023/11/13 by Ekaterina Fadeeva, Roman Vashurin, Fadeeva, Ekaterina +21 · 23 citations
   Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
2. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
   2023/05/24 by Yuxia Wang, Wang, Yuxia, Jonibek Mansurov +21 · 19 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Text Readability and Simplification
3. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
   2024/06/21 by Roman Vashurin, Vashurin, Roman, Ekaterina Fadeeva +26 · 24 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
   2024/08/08 by Abassy, Mervat, Elozeiri, Kareem, Aziz, Alexander +21 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop
   2024/11/07 by Artemova, Ekaterina, Tsvigun, Akim, Schlechtweg, Dominik +4 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
   2025/05/13 by Shelmanov, Artem, Fadeeva, Ekaterina, Tsvigun, Akim +9 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences