13
Publications
776
Citations
11
H-Index
2016
Active since
Aman Madaan is an author at Carnegie Mellon University specializing in natural language processing, computational linguistics, and engineering.
Top concepts
EngineeringComputational LinguisticsNatural Language ProcessingMachine TranslationLinguisticsLanguageText MiningComputer ScienceCorpus LinguisticsData Science
Publications per year
2016–2023
13
13
Self-Refine: Iterative Refinement with Self-Feedback
Aman Madaan, Niket Tandon, Prakhar Gupta et al. · arXiv (Cornell University) · 2023 · 206 citations · Full text
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal et al. · 2021 · 147 citations · Full text
Engineering, Semantics, Semantic Web +17
PAL: Program-aided Language Models
Luyu Gao, Aman Madaan, Shuyan Zhou et al. · arXiv (Cornell University) · 2022 · 104 citations · Full text
Language Models of Code are Few-Shot Commonsense Learners
Aman Madaan, Shuyan Zhou, Uri Alon et al. · 2022 · 97 citations · Full text
Artificial Intelligence, Structured Prediction, Structured Commonsense Reasoning +20
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