Joy Mahapatra

14 papers B 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Performance Evaluation of LLMs for Data-to-Text Generation and Divergence-Weighted Training.
ACM Trans. Intell. Syst. Technol.
Joy Mahapatra, Utpal Garain
2025 J jnl
Exponential Scaling of Factual Inconsistency in Data-to-Text Generation with Fine-Tuned LLMs.
Trans. Mach. Learn. Res.
Joy Mahapatra, Soumyajit Roy, Utpal Garain
2025 J jnl
Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation.
CoRR
Joy Mahapatra, Soumyajit Roy, Utpal Garain
2025 J jnl
sudoLLM : On Multi-role Alignment of Language Models.
CoRR
Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra, Utpal Garain
2025 — conf
sudoLLM: On Multi-role Alignment of Language Models.
EMNLP (Findings)
Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra, Utpal Garain
2024 J jnl
An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation.
CoRR
Joy Mahapatra, Utpal Garain
2024 J jnl
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation.
CoRR
Joy Mahapatra, Utpal Garain
2024 — conf
Pathologist-Like Explanations Unveiled: An Explainable Deep Learning System for White Blood Cell Classification.
ISBI
Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Alejandro F. Frangi, Utpal Garain
2024 J jnl
SafeSpeech: a three-module pipeline for hate intensity mitigation of social media texts in Indic languages.
Soc. Netw. Anal. Min.
Koyel Ghosh, Neeraj Kumar Singh, Joy Mahapatra, Saptarshi Saha, Apurbalal Senapati, Utpal Garain
2023 J jnl
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments.
CoRR
Neeraj Kumar Singh, Koyel Ghosh, Joy Mahapatra, Utpal Garain, Apurbalal Senapati
2023 J jnl
Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification.
CoRR
Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Utpal Garain
2021 B conf
Exploring Structural Encoding for Data-to-Text Generation.
INLG
Joy Mahapatra, Utpal Garain
2017 — conf
Unsupervised Morpheme Segmentation Through Numerical Weighting and Thresholding.
ICON
Joy Mahapatra, Sudip Kumar Naskar
2016 B conf
Statistical Natural Language Generation from Tabular Non-textual Data.
INLG
Joy Mahapatra, Sudip Kumar Naskar, Sivaji Bandyopadhyay