Nikola Jovanović
Nikola Jovanović has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning, Evaluation & benchmarks; often with Ivo Petrov, Jasper Dekoninck, Martin Vechev.
OpenAlex · ORCID · h-index 8 · 28 works · 280 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 124 times in our library · ⭐ Paper Stars ranking: #7803
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 2 worksLanguage and Linguistics · 2 worksMathematics · 1 workApplied Mathematics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- MathArena: Evaluating LLMs on Uncontaminated Math Competitions (2025 · 99 citations)
Popular math benchmarks for LLMs, such as AIME 2024, are freely available online. High scores on them may therefore reflect memorization rather than reasoning, and most of them check only final answers, not proofs. Private alternatives like FrontierMath and HLE avoid leakage, but they are expensive, opaque and hard… - Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad (2025 · 31 citations)
Benchmarks such as MathArena show reasoning LLMs performing at near-elite levels on answer-based contests like AIME and HMMT.
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