SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language ModelsDebarun BhattacharjyaBalaji Ganesanet al.2025EMNLP 2025
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity FeaturesDebarun BhattacharjyaBalaji Ganesanet al.2025ICLR 2025
Consistency-based Black-box Uncertainty Quantification for Text-to-SQLDebarun BhattacharjyaBalaji Ganesanet al.2024NeurIPS 2024
Graph-Guided API Sequencing with Reinforcement LearningLakshmi MandalBalaji Ganesanet al.2024LOG 2024
A Framework for Agents Guiding Foundation Models through Knowledge and ReasoningDebarun BhattacharjyaJunkyu Leeet al.2024IJCAI 2024
InLegalLLaMA: Indian Legal Knowledge Enhanced Large Language ModelsSudipto GhoshDevanshu Vermaet al.2024IJCAI 2024
Document structure aware Relation Extraction for Semantic AutomationAyush KumarAbhay M Shalgharet al.2024CODS-COMAD 2024