Ivan Oseledets
Ivan Oseledets has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Elena Tutubalina, Pavel Tikhonov.
OpenAlex · ORCID · Wikidata · h-index 44 · 404 works · 11,968 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11543
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- One Task Vector is not Enough: A Large-Scale Study for In-Context Learning (2026 · 1 citation)
Task vectors are hidden-state activations that may compress the demonstrations of an in-context learning (ICL) prompt into a single representation of the task. - Confidence Leaps in LLM Reasoning: Early Stopping and Cross-Model Transfer (2026)
Reasoning LLMs are often assumed to become more certain gradually as they think. This paper tests that assumption on multiple-choice tasks and finds that certainty often arrives abruptly. The authors split chain-of-thought traces from Qwen3-32B, QwQ-32B and DeepSeek-R1 Distill Llama-70B into chunks at shift markers…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Cited by
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