Publications

publications by categories in reversed chronological order.

2024

  1. ICML
    Tandem Transformers for Inference Efficient LLMs
    S AishwaryaP, Pranav Ajit Nair, Yashas Samaga, and 4 more authors
    ICML, 2024
    PDF
  2. Arxiv
    CDQuant: Greedy Coordinate Descent for Accurate LLM Quantization
    Pranav Ajit Nair, and Arun Sai Suggala
    Arxiv, 2024
    PDF

2023

  1. ACL
    The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
    Debayan Banerjee*, Pranav Ajit Nair*, Ricardo Usbeck, and 1 more author
    Findings of ACL, 2023
    PDF
  2. ACL
    Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization
    Pranav Ajit Nair, Sukomal Pal, and Pradeepika Verma
    Findings of ACL, 2023
    PDF
  3. ESWC
    GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering
    Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, and 1 more author
    Extended Semantic Web Conference, 2023
    PDF

2022

  1. SIGIR
    Modern Baselines for SPARQL Semantic Parsing
    Debayan Banerjee, Pranav Ajit Nair*, Jivat Neet Kaur*, and 2 more authors
    Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022
    PDF