Aman Madaan

Researcher, xAI

Joined

July 2019

Names

Aman Madaan (Preferred)

Emails

****@gmail.com (Confirmed)

****@cs.cmu.edu (Confirmed)

****@google.com (Confirmed)

****@allenai.org (Confirmed)

****@x.ai (Confirmed)

Personal Links

Career & Education History

Researcher

xAI (x.ai)

2024 – Present

PhD student

Computer Science, Carnegie Mellon University (cmu.edu)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Language Models

Present

Publications

In-Context Principle Learning from Mistakes
Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zhang, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
- ICML 2024 Workshop ICL Poster
- Readers: Everyone
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
- NeurIPS 2024 poster
- Readers: Everyone
AutoMix: Automatically Mixing Language Models
Pranjal Aggarwal, Aman Madaan, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Manaal Faruqui, Mausam .
- NeurIPS 2024 poster
- Readers: Everyone
SELF-IMAGINE: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination
Syeda Nahida Akter, Aman Madaan, Sangwu Lee, Yiming Yang, Eric Nyberg
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
In-Context Principle Learning from Mistakes
Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
- ICML 2024 Poster
- Readers: Everyone
AutoMix: Mixing Models with Few-shot Self and Meta Verification
Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Yiming Yang, Shyam Upadhyay, Mausam ., Manaal Faruqui
- R0-FoMo Poster
- Readers: Everyone
Self-Refine: Iterative Refinement with Self-Feedback
Aman Madaan, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Sean Welleck, Bodhisattwa Prasad Majumder, Shashank Gupta, Amir Yazdanbakhsh, Peter Clark
- 03 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Performance-Improving Code Edits
Aman Madaan, Alexander G Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh
- 03 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
How FaR Are Large Language Models From Agents with Theory-of-Mind?
Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R. McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui
- Submitted to ICLR 2024
- Readers: Everyone
Learning Performance-Improving Code Edits
Alexander G Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
- ICLR 2024 spotlight
- Readers: Everyone

View all 20 publications

Co-Authors

View all 65 co-authors