Balaji Ganesan

35 papers A* 2A 1B 1Journal 20Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models. EMNLP (Findings) Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee, Radu Marinescu, Katsiaryna Mirylenka, Michael R. Glass, Xiao Shou
2025	J	`jnl`	SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models. CoRR Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee, Radu Marinescu, Katsiaryna Mirylenka, Michael R. Glass, Xiao Shou
2025	A	`conf`	The Consistency Hypothesis in Uncertainty Quantification for Large Language Models. UAI Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H. Pham, Michael R. Glass, Junkyu Lee
2025	J	`jnl`	The Consistency Hypothesis in Uncertainty Quantification for Large Language Models. CoRR Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H. Pham, Michael R. Glass, Junkyu Lee
2024	J	`jnl`	Automated Answer Validation using Text Similarity. CoRR Balaji Ganesan, Arjun Ravikumar, Lakshay Piplani, Rini Bhaumik, Dhivya Padmanaban, Shwetha Narasimhamurthy, Chetan Adhikary, Subhash Deshapogu
2024	—	`conf`	Document structure aware Relation Extraction for Semantic Automation. COMAD/CODS Ayush Kumar, Abhay M. Shalghar, Harsh Chauhan, Balaji Ganesan, Ritwik Chaudhuri, Aswin Kannan
2024	J	`jnl`	Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning. CoRR Debarun Bhattacharjya, Junkyu Lee, Don Joven Agravante, Balaji Ganesan, Radu Marinescu
2024	J	`jnl`	Human Centered AI for Indian Legal Text Analytics. CoRR Sudipto Ghosh, Devanshu Verma, Balaji Ganesan, Purnima Bindal, Vikas Kumar, Vasudha Bhatnagar
2024	—	`conf`	InLegalLLaMA: Indian Legal Knowledge Enhanced Large Language Model. LKM@IJCAI Sudipto Ghosh, Devanshu Verma, Balaji Ganesan, Purnima Bindal, Vikas Kumar, Vasudha Bhatnagar
2024	J	`jnl`	Infusing Knowledge into Large Language Models with Contextual Prompts. CoRR Kinshuk Vasisht, Balaji Ganesan, Vikas Kumar, Vasudha Bhatnagar
2024	A*	`conf`	LLM-powered GraphQL Generator for Data Retrieval. IJCAI Balaji Ganesan, Sambit Ghosh, Nitin Gupta, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta
2024	A*	`conf`	Sequential API Function Calling Using GraphQL Schema. EMNLP Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta
2024	J	`jnl`	xLP: Explainable Link Prediction for Master Data Management. CoRR Balaji Ganesan, Matheen Ahmed Pasha, Srinivas Parkala, Neeraj R. Singh, Gayatri Mishra, Sumit Bhatia, Hima Patel, Somashekar Naganna, Sameep Mehta
2023	—	`conf`	Short Text Clustering in Continuous Time Using Stacked Dirichlet-Hawkes Process with Inverse Cluster Frequency Prior. COMAD/CODS Avirup Saha, Balaji Ganesan
2023	—	`conf`	Tutorial on Semantic Automation for Data Discovery. COMAD/CODS Rajmohan C, Ritwik Chaudhuri, Balaji Ganesan, Anupam Sanghi, Arvind Agarwal, Sameep Mehta
2023	—	`conf`	xEM: Explainable Entity Matching in Customer 360. COMAD/CODS Sukriti Jaitly, Deepa Mariam George, Balaji Ganesan, Muhammed Ameen, Srinivas Pusapati
2022	—	`conf`	Fine Grained Classification of Personal Data Entities with Language Models. COMAD/CODS Abhinav Nagpal, Riddhiman Dasgupta, Balaji Ganesan
2022	J	`jnl`	xEM: Explainable Entity Matching in Customer 360. CoRR Sukriti Jaitly, Deepa Mariam George, Balaji Ganesan, Muhammad Ameen, Srinivas Pusapati
2021	—	`conf`	Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning. NeurIPS (Competition and Demos) Vanya Bannihatti Kumar, Balaji Ganesan, Muhammed Ameen, Devbrat Sharma, Arvind Agarwal
2021	—	`conf`	Data Augmentation for Fairness in Personal Knowledge Base Population. PAKDD (Workshops) Lingraj S. Vannur, Balaji Ganesan, Lokesh Nagalapatti, Hima Patel, M. N. Tippeswamy
2021	J	`jnl`	Document Structure aware Relational Graph Convolutional Networks for Ontology Population. CoRR Abhay M. Shalghar, Ayush Kumar, Balaji Ganesan, Aswin Kannan, Shobha G
2021	J	`jnl`	Reimagining GNN Explanations with ideas from Tabular Data. CoRR Anjali Singh, Shamanth R. Nayak K, Balaji Ganesan
2021	J	`jnl`	Similar Cases Recommendation using Legal Knowledge Graphs. CoRR Jaspreet Singh Dhani, Ruchika Bhatt, Balaji Ganesan, Parikshet Sirohi, Vasudha Bhatnagar
2021	J	`jnl`	Towards Automated Evaluation of Explanations in Graph Neural Networks. CoRR Vanya BK, Balaji Ganesan, Aniket Saxena, Devbrat Sharma, Arvind Agarwal
2020	J	`jnl`	A Neural Architecture for Person Ontology population. CoRR Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald
2020	B	`conf`	An Integrated Graph Neural Network for Supervised Non-obvious Relationship Detection in Knowledge Graphs. EDBT Phillipp Müller, Xiao Qin, Balaji Ganesan, Nasrullah Sheikh, Berthold Reinwald
2020	—	`conf`	Anu Question Answering System. ISWC (Demos/Industry) Balaji Ganesan, Avirup Saha, Jaydeep Sen, Matheen Ahmed Pasha, Sumit Bhatia, Arvind Agarwal
2020	J	`jnl`	Data Augmentation for Personal Knowledge Graph Population. CoRR Lingraj S. Vannur, Lokesh Nagalapatti, Balaji Ganesan, Hima Patel
2020	J	`jnl`	Explainable Link Prediction for Privacy-Preserving Contact Tracing. CoRR Balaji Ganesan, Hima Patel, Sameep Mehta
2020	J	`jnl`	Link Prediction using Graph Neural Networks for Master Data Management. CoRR Balaji Ganesan, Gayatri Mishra, Srinivas Parkala, Neeraj R. Singh, Hima Patel, Somashekar Naganna
2019	—	`conf`	Collective Learning From Diverse Datasets for Entity Typing in the Wild. EYRE@CIKM Abhishek Abhishek, Amar Prakash Azad, Balaji Ganesan, Ashish Anand, Amit Awekar
2018	J	`jnl`	A Unified Labeling Approach by Pooling Diverse Datasets for Entity Typing. CoRR Abhishek, Amar Prakash Azad, Balaji Ganesan, Ashish Anand, Amit Awekar
2018	J	`jnl`	Document Structure Measure for Hypernym discovery. CoRR Aswin Kannan, Shanmukha C. Guttula, Balaji Ganesan, Hima P. Karanam, Arun Kumar
2018	J	`jnl`	Fine Grained Classification of Personal Data Entities. CoRR Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
2017	J	`jnl`	Cognitive Compliance for Financial Regulations. IT Prof. Arvind Agarwal, Balaji Ganesan, Ankush Gupta, Nitisha Jain, Hima Karanam, Arun Kumar, Nishtha Madaan, Vitobha Munigala, Srikanth Tamilselvam