Azade Nova
Azade Nova has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining, Reasoning; often with Aaron Courville, Ankesh Anand, Avi Singh.
OpenAlex · h-index 7 · 19 works · 1,000 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,690 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #6078
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Many-Shot In-Context Learning (2024 · 142 citations)
Few-shot in-context learning (ICL) used to be capped by short context windows, so it only ever saw a handful of examples. - Teaching Algorithmic Reasoning via In-context Learning (2022 · 96 citations)
Large language models can generalize to new tasks from prompt examples, yet they still fail at algorithmic problems such as parity or multi-digit arithmetic, especially on inputs longer than those in the prompt.
All works
- A graph placement methodology for fast chip design ↗Nature · no summary yetAzalia Mirhoseini et al.2021 · 633 citations
- Many-Shot In-Context LearningConference on Neural Information Processing Systems (NeurIPS)Rishabh Agarwal, Avi Singh, Lei M. Zhang, et al.2024 · 142 citations
- Teaching Algorithmic Reasoning via In-context LearningarXiv:2211.09066Hattie Zhou, Azade Nova, Hugo Larochelle, et al.2022 · 96 citations
- NATURAL PLAN: Benchmarking LLMs on Natural Language Planning ↗arXiv:2406.04520 · no summary yetHuaixiu Steven Zheng et al.2024 · 51 citations
- Addendum: A graph placement methodology for fast chip design ↗Nature · no summary yetAnna Goldie et al.2024 · 13 citations
Co-authors here
- Aaron Courville
- Ankesh Anand
- Avi Singh
- Behnam Neyshabur
- Bernd Bohnet
- Biao Zhang
- Eric Chu
- Hattie Zhou
- John D. Co-Reyes
- Lei M. Zhang
- Rishabh Agarwal
- Stephanie Chan
Venues
Cited by
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