Aman Madaan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
7
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | Learning Performance-Improving Code Edits. | Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh |
| 2024 | ICML | In-Context Principle Learning from Mistakes. | Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon |
| 2024 | NAACL | Program-Aided Reasoners (Better) Know What They Know. | Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig |
| 2023 | EMNLP | Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs. | Pranjal Aggarwal, Aman Madaan, Yiming Yang, Mausam |
| 2023 | EMNLP | What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study. | Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh |
| 2023 | ICML | PAL: Program-aided Language Models. | Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig |
| 2022 | EMNLP | GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. | Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bernd Bohnet |
| 2022 | EMNLP | Conditional set generation using Seq2seq models. | Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut |
| 2022 | EMNLP | Memory-assisted prompt editing to improve GPT-3 after deployment. | Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang |
| 2022 | EMNLP | Language Models of Code are Few-Shot Commonsense Learners. | Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig |
| 2022 | NAACL | Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. | Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang |
| 2021 | ACL | Could you give me a hint ? Generating inference graphs for defeasible reasoning. | Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy |
| 2021 | ASRU | Towards Using Heterogeneous Relation Graphs for End-to-End TTS. | Amrith Setlur, Aman Madaan, Tanmay Parekh, Yiming Yang, Alan W. Black |
| 2021 | EMNLP | Think about it! Improving defeasible reasoning by first modeling the question scenario. | Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy |
| 2021 | NAACL | Neural Language Modeling for Contextualized Temporal Graph Generation. | Aman Madaan, Yiming Yang |
| 2020 | ACL | Politeness Transfer: A Tag and Generate Approach. | Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabs Pczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye |
| 2016 | AAAI | Numerical Relation Extraction with Minimal Supervision. | Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi |