Naman Bansal

According to our database, Naman Bansal authored at least 17 papers between 2015 and 2026.

Collaborative distances:

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

2026

FedDNA: Behavioural based approach for byzantine defense in federated learning via model fingerprinting and adaptive thresholding.

Aditya Garg, Naman Bansal, Sumit Yadav, Nisha Kandhoul, Sanjay K. Dhurandher, Isaac Woungang

J. Inf. Secur. Appl., 2026

2025

Set-Theoretic Compositionality of Sentence Embeddings.

Naman Bansal, Yash Mahajan, Sanjeev Kumar Sinha, Shubhra Kanti Karmaker

CoRR, February, 2025

LLMs as Meta-Reviewers' Assistants: A Case Study.

Eftekhar Hossain, Sanjeev Kumar Sinha, Naman Bansal, R. Alexander Knipper, Souvika Sarkar, John Salvador, Yash Mahajan, Sri Guttikonda, Mousumi Akter, Md. Mahadi Hassan, Matthew Freestone, Matthew C. Williams Jr., Dongji Feng, Santu Karmaker

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Revisiting Word Embeddings in the LLM Era.

Yash Mahajan, Matthew Freestone, Naman Bansal, Sathyanarayanan N. Aakur, Shubhra Kanti Karmaker

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Benchmarking LLMs on Semantic Overlap Summarization.

John Salvador, Naman Bansal, Mousumi Akter, Souvika Sarkar, Anupam Das, Shubhra Kanti Karmaker

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Benchmarking LLMs on the Semantic Overlap Summarization Task.

John Salvador, Naman Bansal, Mousumi Akter, Souvika Sarkar, Anupam Das, Shubhra Kanti Karmaker

CoRR, 2024

Prompting LLMs to Compose Meta-Review Drafts from Peer-Review Narratives of Scholarly Manuscripts.

Shubhra Kanti Karmaker Santu, Sanjeev Kumar Sinha, Naman Bansal, Alex Knipper, Souvika Sarkar, John Salvador, Yash Mahajan, Sri Guttikonda, Mousumi Akter, Matthew Freestone, Matthew C. Williams Jr.

CoRR, 2024

ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment.

Yash Mahajan, Naman Bansal, Eduardo Blanco, Santu Karmaker

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

A hybrid convolutional neural network model to detect COVID-19 and pneumonia using chest X-ray images.

Harsh Gupta, Naman Bansal, Swati Garg, Hritesh Mallik, Anju Prabha, Jyoti Yadav

Int. J. Imaging Syst. Technol., January, 2023

The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties.

Yash Mahajan, Naman Bansal, Shubhra Kanti Karmaker

CoRR, 2023

2022

Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

CoRR, 2022

Learning to Generate Overlap Summaries through Noisy Synthetic Data.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE?

Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2020

SAM: The Sensitivity of Attribution Methods to Hyperparameters.

Naman Bansal, Chirag Agarwal, Anh Nguyen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2015

Regularized tone mapping using edge preserving filters.

Naman Bansal, Shanmuganathan Raman

Proceedings of the Twenty First National Conference on Communications, 2015