Brando Miranda
Brando Miranda has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Sanmi Koyejo, Chuyue Sun, Clark Barrett.
OpenAlex · ORCID · h-index 7 · 64 works · 1,187 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 177 times in our library · ⭐ Paper Stars ranking: #5280
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workMathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Are Emergent Abilities of Large Language Models a Mirage? (2023 · 342 citations)
The paper asks whether the "emergent abilities" reported for large language models are real. These are skills that seem to appear suddenly and unpredictably once models pass some size. The authors argue that this sharpness often comes from how performance is scored, not from abrupt changes inside the models. Using a… - Pantograph: A Machine-to-Machine Interaction Interface for Advanced Theorem Proving, High Level Reasoning, and Data Extraction in Lean 4 (2024 · 14 citations)
Machine learning agents that search for proofs in Lean 4 depend on an interface to the proof assistant. The standard Language Server Protocol was built for humans: it tracks cursor positions and offers no easy way to collect tactic data or to leave proof gaps for automation. Pantograph is an API and REPL written…
Co-authors here
Venues
- Lecture notes in computer science: Lecture notes in computer science 2024
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
Cited by
Updated
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