Modern Baselines for SPARQL Semantic Parsing. - Debayan Banerjee; Pranav Ajit Nair; Jivat Neet Kaur; Ricardo Usbeck; Chris Biemann (SIGIR, 2022)

The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing. - Debayan Banerjee; Pranav Ajit Nair; Ricardo Usbeck; Chris Biemann (ACL (Findings), 2023)

Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization. - Pranav Ajit Nair; Sukomal Pal; Pradeepika Verma (ACL (Findings), 2023)

GETT-QA: Graph Embedding Based T2T Transformer for Knowledge Graph Question Answering. - Debayan Banerjee; Pranav Ajit Nair; Ricardo Usbeck; Chris Biemann (ESWC, 2023)

Tandem Transformers for Inference Efficient LLMs. - Aishwarya P. S.; Pranav Ajit Nair; Yashas Samaga; Toby Boyd; Sanjiv Kumar; Prateek Jain 002; Praneeth Netrapalli (ICML, 2024)

CDQuant: Accurate Post-training Weight Quantization of Large Pre-trained Models using Greedy Coordinate Descent. - Pranav Ajit Nair; Arun Sai Suggala (CoRR, 2024)

Matryoshka Quantization. - Pranav Ajit Nair; Puranjay Datta; Jeff Dean; Prateek Jain 002; Aditya Kusupati (CoRR, 2025)