Kushnareva, Laida
- Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
2023/06/07 by Eduard Tulchinskii, Kristian Kuznetsov, Tulchinskii, Eduard +13 · 15 citations
Computer Science · Social Sciences · #68T50 #Algebraic Topology (math.AT) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- AI-generated text boundary detection with RoFT
2023/11/14 by Laida Kushnareva, Tatiana Gaintseva, Kushnareva, Laida +15 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Robust AI-Generated Text Detection by Restricted Embeddings
2024/10/10 by Kristian Kuznetsov, Eduard Tulchinskii, Kuznetsov, Kristian +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Natural Language Processing Techniques #Text and Document Classification Technologies
- Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
2025/03/05 by Kristian Kuznetsov, Laida Kushnareva, Kuznetsov, Kristian +13 · 5 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Topic Modeling
- Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA
2024/10/03 by Tulchinskii, Eduard, Kushnareva, Laida, Kuznetsov, Kristian +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Interpretability and Robustness for the Detection of AI-Generated Images
2024/06/21 by Tatiana Gaintseva, Gaintseva, Tatiana, Laida Kushnareva +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences