Gaurav Srivastava
Gaurav Srivastava has 3 papers in our library, in 2025–2026, most of them on Reasoning, Language models & pretraining; often with Xuan Wang, Meng Lu, Shuxiang Cao.
OpenAlex · ORCID · h-index 14 · 86 works · 1,360 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 21 times in our library · ⭐ Paper Stars ranking: #8667
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 3 worksLanguage models & pretraining · 2 works
Works by year
2020s
Papers
- Towards Reasoning Ability of Small Language Models (2025 · 16 citations)
The paper questions the long-held view that reasoning appears only in very large models (around 100B parameters). - DEBATE, TRAIN, EVOLVE: Self-Evolution of Language Model Reasoning (2025 · 7 citations)
Large language models increasingly hit a data ceiling, which raises the question of whether they can improve reasoning without new labeled data. - Do LLMs Overthink Basic Math Reasoning? Benchmarking the Accuracy-Efficiency Tradeoff in Language Models (2026 · 3 citations)
The paper investigates "overthinking": LLMs, especially reasoning-tuned ones, produce very long chains of thought on trivial arithmetic.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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