Aidan Swope
Aidan Swope has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Alex Gu, Anima Anandkumar, Jiaqi Zeng.
OpenAlex · ORCID · h-index 3 · 6 works · 80 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 274 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #4111
Affiliations
Concepts, shelves and topics
📚 Shelves 7 Arts and Humanities · 2 works Computer Science · 2 works Artificial Intelligence · 2 works Language and Linguistics · 2 works Computational Theory and Mathematics · 1 work Mathematics · 1 work Information Systems · 1 work
🧭 Topics 3 Information retrieval & search · 1 work Language models & pretraining · 1 work Reasoning · 1 work
Works by year
2020s
Papers
- LeanDojo: Theorem Proving with Retrieval-Augmented Language Models (2023 · 248 citations)
Research on machine learning for formal theorem proving has been hard to reproduce and build on. Earlier LLM-based provers kept their code and training data private, and some needed thousands of GPU-days of compute. The authors respond with LeanDojo, an open toolkit for the Lean proof assistant. It uses Lean 3 by… - HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM (2024 · 69 citations)
Open helpfulness preference datasets usually give only an overall rating or a pairwise ranking. They do not say why one answer is better, so trained models can pick up shallow cues, such as preferring longer replies whether or not they are useful. The NVIDIA team built HelpSteer to address this. It is a…
All works
- LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsKaiyu Yang, Aidan M. Swope, Alex Gu, et al.Conference on Neural Information Processing… · 248 citations
- HelpSteer: Multi-attribute Helpfulness Dataset for SteerLMZhilin Wang, Yi Dong, Jiaqi Zeng, et al.Conference of the North American Chapter of the… · 69 citations
- Aristotle: IMO-level Automated Theorem Proving (original ↗)Tudor Achim et al.2025 · arXiv:2510.01346 · 28 citations · no summary yet
Co-authors here
Venues
- Conference of the North American Chapter of the Association…: 2024
- Conference on Neural Information Processing Systems…: 2023
Cited by
Updated
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