Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. automix_teaser2.png
    AutoMix: Automatically Mixing Language Models
    Pranjal* Aggarwal, Aman* Madaan, Ankit Anand, and 10 more authors
    In To appear in Neural Information Processing Systems, 2024, 2024
  2. geo_teaser.png
    GEO: Generative Engine Optimization
    Pranjal Aggarwal, Vishvak Murahari, Tanmay Rajpurohit, and 3 more authors
    In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
  3. rlhf_teaser.png
    Demystifying Reinforcement Learning with Human Feedback
    Pranjal* Aggarwal, Shreyas* Chaudhari, Khanh Nguyen, and 4 more authors
    In Under Review, 2024

2023

  1. AC_teaser.png
    Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
    Pranjal Aggarwal, Aman Madaan, Yiming Yang, and 1 more author
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (Oral), Dec 2023
  2. SemSup_XC.png
    SemSup-XC: semantic supervision for zero and few-shot extreme classification
    Pranjal Aggarwal, Ameet Deshpande, and Karthik Narasimhan
    In Proceedings of the 40th International Conference on Machine Learning, Dec 2023
  3. Computer Vision
    Deep learning for detection of iso-dense, obscure masses in mammographically dense breasts.
    Pranjal* Aggarwal, Krithika* Rangarajan, Dhruv Kumar Gupta, and 7 more authors
    European radiology, Dec 2023