Jeevana Priya Inala
Jeevana Priya Inala has 2 papers in our library, in 2024, most of them on Language models & pretraining, Code & programming languages, Interpretability; often with Jianfeng Gao, Armando Solar-Lezama, Chandan Singh.
OpenAlex · ORCID · Wikidata · h-index 11 · 34 works · 760 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 179 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #6830
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksSoftware · 2 worksArtificial Intelligence · 1 workComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 1 workInterpretability · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Rethinking Interpretability in the Era of Large Language Models (2024 · 87 citations)
This position paper from Microsoft Research asks how interpretable machine learning should evolve now that large language models can describe patterns in plain language. - Is Self-Repair a Silver Bullet for Code Generation? (2024 · 82 citations)
The paper asks whether letting a language model debug and fix its own code is actually worth the extra compute, compared with drawing more independent samples.
All works
- Rethinking Interpretability in the Era of Large Language ModelsarXiv:2402.01761Chandan Singh, Jeevana Priya Inala, Michel Galley, et al.2024 · 87 citations
- Is Self-Repair a Silver Bullet for Code Generation?arXiv:2306.09896Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, et al.2024 · 82 citations
- Fault-Aware Neural Code Rankers ↗arXiv:2206.03865 · no summary yetJeevana Priya Inala et al.2022 · 39 citations
- Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions ↗arXiv:2205.14318 · no summary yetAnsong Ni et al.2022 · 39 citations
Co-authors here
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