Aman Madaan
Palo Alto Research Center(US)Palo Alto Institute(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Software Engineering Research, Explainable Artificial Intelligence (XAI), Multimodal Machine Learning Applications
Most-Cited Works
- → Self-Refine: Iterative Refinement with Self-Feedback(2023)206 cited
- → The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics(2021)148 cited
- → PAL: Program-aided Language Models(2022)104 cited
- → Language Models of Code are Few-Shot Commonsense Learners(2022)98 cited
- → Numerical Relation Extraction with Minimal Supervision(2016)48 cited
- → Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation(2023)35 cited
- → Learning Performance-Improving Code Edits(2023)24 cited
- → Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango(2022)21 cited
- → Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback(2022)18 cited