Joy Mahapatra

According to our database, Joy Mahapatra authored at least 14 papers between 2016 and 2026.

Collaborative distances:

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

2026

A Comprehensive Performance Evaluation of LLMs for Data-to-Text Generation and Divergence-Weighted Training.

Joy Mahapatra, Utpal Garain

ACM Trans. Intell. Syst. Technol., April, 2026

2025

Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation.

Joy Mahapatra, Soumyajit Roy, Utpal Garain

CoRR, February, 2025

Exponential Scaling of Factual Inconsistency in Data-to-Text Generation with Fine-Tuned LLMs.

Joy Mahapatra, Soumyajit Roy, Utpal Garain

Trans. Mach. Learn. Res., 2025

Divergence-Aware Selective Data-to-Text Generation with LLMs for Factual Consistency.

Joy Mahapatra, Utpal Garain

Proceedings of the Pattern Recognition and Machine Intelligence, 2025

sudoLLM: On Multi-role Alignment of Language Models.

Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra, Utpal Garain

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

SafeSpeech: a three-module pipeline for hate intensity mitigation of social media texts in Indic languages.

Koyel Ghosh, Neeraj Kumar Singh, Joy Mahapatra, Saptarshi Saha, Apurbalal Senapati, Utpal Garain

Soc. Netw. Anal. Min., December, 2024

An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation.

Joy Mahapatra, Utpal Garain

CoRR, 2024

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation.

Joy Mahapatra, Utpal Garain

CoRR, 2024

Pathologist-Like Explanations Unveiled: An Explainable Deep Learning System for White Blood Cell Classification.

Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Alejandro F. Frangi, Utpal Garain

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments.

Neeraj Kumar Singh, Koyel Ghosh, Joy Mahapatra, Utpal Garain, Apurbalal Senapati

CoRR, 2023

Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification.

Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Utpal Garain

CoRR, 2023

2021

Exploring Structural Encoding for Data-to-Text Generation.

Joy Mahapatra, Utpal Garain

Proceedings of the 14th International Conference on Natural Language Generation, 2021

2017

Unsupervised Morpheme Segmentation Through Numerical Weighting and Thresholding.

Joy Mahapatra, Sudip Kumar Naskar

Proceedings of the 14th International Conference on Natural Language Processing, 2017

2016

Statistical Natural Language Generation from Tabular Non-textual Data.

Joy Mahapatra, Sudip Kumar Naskar, Sivaji Bandyopadhyay

Proceedings of the INLG 2016, 2016