Aman Madaan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 47

Top Topics

Natural Language

Defeasible Reasoning

Top Venues

Publications

Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig
Program-Aided Reasoners (Better) Know What They Know. NAACL-HLT (2024)
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
Learning Performance-Improving Code Edits. ICLR (2024)
Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
In-Context Principle Learning from Mistakes. CoRR (2024)
Syeda Nahida Akter, Aman Madaan, Sangwu Lee, Yiming Yang, Eric Nyberg
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination. CoRR (2024)
Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh
What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study. EMNLP (Findings) (2023)
Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, Sean Welleck, Amir Yazdanbakhsh, Peter Clark
Self-Refine: Iterative Refinement with Self-Feedback. NeurIPS (2023)
Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig
Program-Aided Reasoners (better) Know What They Know. CoRR (2023)
Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui
AutoMix: Automatically Mixing Language Models. CoRR (2023)
Aman Madaan, Niket Tandon, 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
Self-Refine: Iterative Refinement with Self-Feedback. CoRR (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. CoRR (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. Trans. Assoc. Comput. Linguistics 11 (2023)
Aman Madaan, Alexander Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh
Learning Performance-Improving Code Edits. CoRR (2023)
Wenting Zhao, Mor Geva, Bill Yuchen Lin, Michihiro Yasunaga, Aman Madaan, Tao Yu
Complex Reasoning in Natural Languag. ACL (tutorial) (2023)
Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. CoRR (2023)
Pranjal Aggarwal, Aman Madaan, Yiming Yang, Mausam
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs. CoRR (2023)
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
PAL: Program-aided Language Models. ICML (2023)
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
How FaR Are Large Language Models From Agents with Theory-of-Mind? CoRR (2023)
Aman Madaan, Amir Yazdanbakhsh
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango. CoRR (2022)
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. CoRR (2022)
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut
Conditional set generation using Seq2seq models. EMNLP (2022)
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
PAL: Program-aided Language Models. CoRR (2022)
Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang
Memory-assisted prompt editing to improve GPT-3 after deployment. EMNLP (2022)
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
Language Models of Code are Few-Shot Commonsense Learners. CoRR (2022)
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bernd Bohnet
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. EMNLP (Demos) (2022)
Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang
Memory-assisted prompt editing to improve GPT-3 after deployment. CoRR (2022)
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
Language Models of Code are Few-Shot Commonsense Learners. EMNLP (2022)
Aman Madaan, Yiming Yang
FLOWGEN: Fast and slow graph generation. CoRR (2022)
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut
Conditional set generation using Seq2seq models. CoRR (2022)
Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang
Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. NAACL-HLT (Findings) (2022)
Niket Tandon, Aman Madaan, Peter Clark, Keisuke Sakaguchi, Yiming Yang
Interscript: A dataset for interactive learning of scripts through error feedback. CoRR (2021)
Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy
Think about it! Improving defeasible reasoning by first modeling the question scenario. CoRR (2021)
Dheeraj Rajagopal, Aman Madaan, Niket Tandon, Yiming Yang, Shrimai Prabhumoye, Abhilasha Ravichander, Peter Clark, Eduard H. Hovy
CURIE: An Iterative Querying Approach for Reasoning About Situations. CoRR (2021)
Aman Madaan, Yiming Yang
Neural Language Modeling for Contextualized Temporal Graph Generation. NAACL-HLT (2021)
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy
Could you give me a hint? Generating inference graphs for defeasible reasoning. CoRR (2021)
Amrith Setlur, Aman Madaan, Tanmay Parekh, Yiming Yang, Alan W. Black
Towards Using Heterogeneous Relation Graphs for End-to-End TTS. ASRU (2021)
Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur P. Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. CoRR (2021)
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy
Could you give me a hint ? Generating inference graphs for defeasible reasoning. ACL/IJCNLP (Findings) (2021)
Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang
Improving scripts with a memory of natural feedback. CoRR (2021)
Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Yiming Yang, Peter Clark, Keisuke Sakaguchi, Eduard H. Hovy
Improving Neural Model Performance through Natural Language Feedback on Their Explanations. CoRR (2021)
Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP (1) (2021)
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
Politeness Transfer: A Tag and Generate Approach. ACL (2020)
Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard H. Hovy, Shrimai Prabhumoye
EIGEN: Event Influence GENeration using Pre-trained Language Models. CoRR (2020)
Aman Madaan, Yiming Yang
Neural Language Modeling for Contextualized Temporal Graph Generation. CoRR (2020)
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
Politeness Transfer: A Tag and Generate Approach. CoRR (2020)
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig
Practical Comparable Data Collection for Low-Resource Languages via Images. CoRR (2020)
Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi
Numerical Relation Extraction with Minimal Supervision. AAAI (2016)
Aman Madaan, Sunita Sarawagi
Occurrence Statistics of Entities, Relations and Types on the Web. CoRR (2016)
Sunil Kr Singh, Aman Madaan, Ankur Aggarwal, Ankur Dewan
Design and implementation of a high performance computing system using distributed compilation. ICACCI (2013)