Peer-reviewed Publications

  1. [NAACL]

    2022

    Learning to Repair: Repairing model output errors after deployment using a dynamic memory of feedback Niket Tandon*, Aman Madaan*, Peter Clark, and Yiming Yang NAACL 2022 (Findings) [] [pdf]
  2. [CSRR@ACL]

    2022

    Memory-assisted prompt editing to improve GPT-3 after deployment Aman Madaan*, Niket Tandon*, Peter Clark, and Yiming Yang Workshop on Commonsense Representation and Reasoning (CSRR) @ ACL 2022 [] [pdf]
  3. [CSRR@ACL]

    2022

    CURIE: An Iterative Querying Approach for Reasoning About Situations Aman Madaan*, Dheeraj Rajagopal*, Yiming Yang, Abhilasha Ravichander, Eduard Hovy, and Shrimai Prabhumoye. Workshop on Commonsense Representation and Reasoning (CSRR) @ ACL 2022 [] [pdf]
  4. [EMNLP]

    2021

    Think about it! Improving defeasible reasoning by first modeling the question scenario Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, and Eduard Hovy EMNLP 2021 [] [pdf]
  5. [ACL]

    2021

    Could you give me a hint? Generating inference graphs for defeasible reasoning Aman Madaan*, Dheeraj Rajagopal*, Niket Tandon*, Yiming Yang, and Eduard Hovy ACL 2021 (Findings) [] [pdf] [talk]
  6. [NAACL]

    2021

    Neural language modeling for contextualized temporal graph generation Aman Madaan and Yiming Yang NAACL 2021 [] [pdf] [talk] [tldr]
  7. [ACL]

    2020

    Politeness Transfer: A Tag and Generate Approach Aman Madaan*, Amrith Setlur*, Tanmay Parekh*, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, and Shrimai Prabhumoye. ACL 2020 [] [pdf] [talk]
  8. [PML4DC@ICLR]

    2020

    Practical Comparable Data Collection for Low-Resource Languages via Images Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, and Graham Neubig Proceedings of the Practical ML for Developing Countries Workshop, ICLR 2020 [] [pdf] [talk]
  9. [AAAI]

    2016

    Numerical Relation Extraction with Minimal Supervision Aman Madaan and Ashish Mittal, Ganesh Ramakrishnan, and Sunita Sarawagi AAAI 2016 [] [pdf] [talk] [publication]
  10. [ICACCI]

    2013

    Design and implementation of a high performance computing system using distributed compilation Sunil Kr Singh, Aman Madaan, Ankur Aggarwal, and Ankur Dewan Advances in Computing, Communications and Informatics (ICACCI) [] [pdf] [publication]