David Broman
David Broman has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Christopher E. Potts, Gabriel Poesia, Matei Zaharia.
OpenAlex · ORCID · Wikidata · h-index 27 · 134 works · 2,591 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 88 times in our library · ⭐ Paper Stars ranking: #7936
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workEducation · 1 workExperimental and Cognitive Psychology · 1 workPsychology · 1 workSocial Sciences · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs (2024 · 99 citations)
Pipelines that chain several language model calls (LM programs) need prompts that work well together across all stages. - Learning Formal Mathematics From Intrinsic Motivation (2024 · 23 citations)
Most AI theorem provers depend on human-written formal proofs, which are scarce. They are also evaluated on fixed problem sets chosen by people. This paper asks whether an agent can build mathematical skill from a domain's axioms alone, deciding for itself which statements to work on. The authors present MINIMO, in…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
Cited by
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