Aman Madaan

Cited by

	All	Since 2019
Citations	2555	2528
h-index	16	16
i10-index	20	20

1400

700

350

1050

201720182019202020212022202320247 11 13 25 85 169 843 1386

Public access

View all

3 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Yiming YangProfessor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Niket TandonPrincipal Researcher, Microsoft Research BangaloreVerified email at microsoft.com
Peter ClarkAllen Institute for Artificial Intelligence (AI2)Verified email at allenai.org
Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
Shrimai PrabhumoyeSenior Research Scientist @NVIDIA and Adjunct Assistant Professor @Boston UniversityVerified email at nvidia.com
Uri AlonResearch Scientist, Google DeepMindVerified email at google.com
Amir YazdanbakhshResearch Scientist at Google DeepMindVerified email at google.com
Skyler HallinanUndergraduate StudentVerified email at uw.edu
Luyu GaoCarnegie Mellon UniversityVerified email at cs.cmu.edu
Shuyan ZhouCarnegie Mellon UniversityVerified email at cs.cmu.edu
Sean J WelleckAssistant Professor, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Katherine L. HermannGoogle DeepMindVerified email at stanford.edu
Nouha DZIRIAllen Institute for AI (AI2)Verified email at allenai.org
Dheeraj RajagopalResearch ScientistVerified email at google.com
Prakhar GuptaCarnegie Mellon University, Language Technologies InstituteVerified email at cmu.edu
Bodhisattwa Prasad MajumderResearcher, Allen Institute for AIVerified email at allenai.org
Shashank GuptaAllen Institute for Artificial Intelligence (AI2)Verified email at allenai.org
Sarah WiegreffeAllen Institute for AI & University of WashingtonVerified email at allenai.org
Pengfei LiuAssociate professor at Shanghai Jiao Tong UniversityVerified email at andrew.cmu.edu
Alan W BlackProfessor, Language Technologies Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu

Aman Madaan

Carnegie Mellon University

Verified email at cs.cmu.edu - Homepage

Large Language Models Machine Learning Natural Language Processing Code Generation Commonsense


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Self-refine: Iterative refinement with self-feedback A Madaan, N Tandon, P Gupta, S Hallinan, L Gao, S Wiegreffe, U Alon, ... Neurips 2023, 2023	826	2023
PAL: Program-aided Language Models L Gao, A Madaan, S Zhou*, U Alon, P Liu, Y Yang, J Callan, G Neubig ICML 2023, 2022	562	2022
Politeness transfer: A tag and generate approach A Madaan, A Setlur, T Parekh, B Poczos, G Neubig, Y Yang, ... ACL 2020, 2020	192	2020
Language models of code are few-shot commonsense learners A Madaan, S Zhou, U Alon, Y Yang, G Neubig Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022	152	2022
The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... arXiv preprint arXiv:2102.01672, 2021	137	2021
Memory-assisted prompt editing to improve GPT-3 after deployment A Madaan, N Tandon, P Clark, Y Yang Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022	97	2022
Text and patterns: For effective chain of thought, it takes two to tango A Madaan, A Yazdanbakhsh EMNLP 2023 (Findings), 2022	90*	2022
Learning performance-improving code edits A Madaan, A Shypula, U Alon, M Hashemi, P Ranganathan, Y Yang, ... ICLR 2024, 2023	69*	2023
Numerical Relation Extraction with Minimal Supervision A Madaan, A Mittal, G Ramakrishnan, S Sarawagi Thirtieth AAAI Conference on Artificial Intelligence, 2016	69	2016
Rl4f: Generating natural language feedback with reinforcement learning for repairing model outputs AF Akyürek, E Akyürek, A Madaan, A Kalyan, P Clark, D Wijaya, ... arXiv preprint arXiv:2305.08844, 2023	68	2023
Bridging the gap: A survey on integrating (human) feedback for natural language generation P Fernandes, A Madaan, E Liu, A Farinhas, PH Martins, A Bertsch, ... TACL 2023, 2023	63	2023
How FaR Are Large Language Models From Agents with Theory-of-Mind? P Zhou, A Madaan, SP Potharaju, A Gupta, KR McKee, A Holtzman, ... arXiv preprint arXiv:2310.03051, 2023	36	2023
Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback N Tandon, A Madaan, P Clark, Y Yang Findings of the Association for Computational Linguistics: NAACL 2022, 339--352, 2022	35*	2022
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs P Aggarwal, A Madaan, Y Yang arXiv preprint arXiv:2305.11860, 2023	21*	2023
Think about it! Improving defeasible reasoning by first modeling the question scenario A Madaan, N Tandon, D Rajagopal, P Clark, Y Yang, E Hovy EMNLP 2021, 2021	21	2021
Eigen: Event influence generation using pre-trained language models A Madaan, D Rajagopal, Y Yang, A Ravichander, E Hovy, S Prabhumoye Commonsense Representation and Reasoning Workshop (CSRR), ACL 2022, 2020	20*	2020
Neural language modeling for contextualized temporal graph generation A Madaan, Y Yang NAACL 2021, 2020	16	2020
Gemv2: Multilingual nlg benchmarking in a single line of code S Gehrmann, A Bhattacharjee, A Mahendiran, A Wang, A Papangelis, ... arXiv preprint arXiv:2206.11249, 2022	15	2022
In-context principle learning from mistakes T Zhang, A Madaan, L Gao, S Zheng, S Mishra, Y Yang, N Tandon, ... arXiv preprint arXiv:2402.05403, 2024	14	2024
Could you give me a hint? Generating inference graphs for defeasible reasoning A Madaan, D Rajagopal, N Tandon, Y Yang, E Hovy ACL 2021 (Findings), 2021	11	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors