Pranav Ajit Nair

According to our database, Pranav Ajit Nair authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CDQuant: Accurate Post-training Weight Quantization of Large Pre-trained Models using Greedy Coordinate Descent.

Pranav Ajit Nair, Arun Sai Suggala

CoRR, 2024

Tandem Transformers for Inference Efficient LLMs.

Aishwarya P. S., Pranav Ajit Nair, Yashas Samaga, Toby Boyd, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

GETT-QA: Graph Embedding Based T2T Transformer for Knowledge Graph Question Answering.

Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann

Proceedings of the Semantic Web - 20th International Conference, 2023

Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization.

Pranav Ajit Nair, Sukomal Pal, Pradeepika Verma

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing.

Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Modern Baselines for SPARQL Semantic Parsing.

Debayan Banerjee, Pranav Ajit Nair, Jivat Neet Kaur, Ricardo Usbeck, Chris Biemann

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022