Maria Marina
Maria Marina has 2 papers in our library, in 2025–2026, most of them on Information retrieval & search; often with Alexander Panchenko, Mikhail Salnikov, Sergey Pletenev.
OpenAlex · ORCID · h-index 2 · 12 works · 14 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #9021
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksCognitive Neuroscience · 1 workExperimental and Cognitive Psychology · 1 workNeuroscience · 1 workPhilosophy · 1 workPsychology · 1 workArtificial Intelligence · 1 workComputer Science · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 1 work
Works by year
2020s
Papers
- Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home (2025 · 21 citations)
Adaptive retrieval lets an LLM decide for each question whether it needs external documents. The goal is to keep the accuracy benefits of RAG without paying for retrieval that is unnecessary or even misleading. Recent pipelines for this task are usually judged on answer quality and retrieval counts. They rarely… - Boosting Self-Consistency with Ranking (2026)
Self-consistency samples several reasoning chains from an LLM and picks the most frequent answer. The correct answer is often among the samples but loses the vote, leaving a wide gap to oracle selection. The authors propose RISC (Ranking-Improved Self-Consistency), which treats choosing the final answer as a…
Co-authors here
- Alexander Panchenko ×2
- Mikhail Salnikov ×2
- Sergey Pletenev ×2
- Viktor Moskvoretskii ×2
- Daniil Moskovskiy
- Daria Galimzianova
- Irina Nikishina
- Nikolay Ivanov
- Vasily Konovalov
Venues
Cited by
Updated
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