Sergey Pletenev
- How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
2025/02/20 by Sergey Pletenev, Pletenev, Sergey, Maria Marina +11 · 4 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
2025/01/22 by Viktor Moskvoretskii, Moskvoretskii, Viktor, Maria Lysyuk +17 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Semantic Web and Ontologies
- SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators
2025/02/10 by Daniil Moskovskiy, Nikita Sushko, Moskovskiy, Daniil +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer, Hypoxia, and Metabolism #Computation and Language (cs.CL) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Metabolomics and Mass Spectrometry Studies
- LLM-Independent Adaptive RAG: Let the Question Speak for Itself
2025/05/07 by Maria Marina, Nikolay Ivanov, Marina, Maria +15 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Misinformation and Its Impacts #Topic Modeling