Shantanu Godbole

32 papers A* 11A 1B 3Misc 1Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attention Mechanism and Heuristic Approach: Context-Aware File Ranking Using Multi-Head Self-Attention. CoRR Pradeep Kumar Sharma, Shantanu Godbole, Sarada Prasad Jena, Hritvik Shrivastava
2025	B	`conf`	From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. COLING Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
2025	J	`jnl`	Production-Grade Local LLM Inference on Apple Silicon: A Comparative Study of MLX, MLC-LLM, Ollama, llama.cpp, and PyTorch MPS. CoRR Varun Rajesh, Om Jodhpurkar, Pooja Anbuselvan, Mantinder Singh, Ashok Jallepali, Shantanu Godbole, Pradeep Kumar Sharma, Hritvik Shrivastava
2024	—	`conf`	A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model. COMAD/CODS Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Komminist Weldemariam
2024	J	`jnl`	Can a Multichoice Dataset be Repurposed for Extractive Question Answering? CoRR Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
2023	J	`jnl`	AI for Environmental Intelligence in the Digital Economy. Ubiquity Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam, Maja Vukovic
2023	J	`jnl`	Supply chain emission estimation using large language models. CoRR Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam
2022	—	`conf`	Towards Context-based Model Selection for Improved Crop Price Forecasting. COMAD/CODS Ayush Jain, Smit Marvaniya, Shantanu Godbole, Vitobha Munigala
2019	A*	`conf`	Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach. IJCAI Swarnadeep Saha, Malolan Chetlur, Tejas Indulal Dhamecha, K. Gayathri Wijayarathna, Red Mendoza, Paul Gagnon, Nabil Zary, Shantanu Godbole
2019	—	`conf`	Learning Outcomes and Their Relatedness in a Medical Curriculum. BEA@ACL Sneha Mondal, Tejas I. Dhamecha, Shantanu Godbole, Smriti Pathak, Red Mendoza, K. Gayathri Wijayarathna, Nabil Zary, Swarnadeep Saha, Malolan Chetlur
2015	J	`jnl`	Taxonomy grounded aggregation of classifiers with different label sets. CoRR Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar
2013	—	`conf`	CDR Analysis Based Telco Churn Prediction and Customer Behavior Insights: A Case Study. WISE (2) Natwar Modani, Kuntal Dey, Ritesh Gupta, Shantanu Godbole
2012	J	`jnl`	Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks. ACM Trans. Knowl. Discov. Data Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
2010	—	`conf`	A Cluster-Level Semi-supervision Model for Interactive Clustering. ECML/PKDD (1) Avinava Dubey, Indrajit Bhattacharya, Shantanu Godbole
2010	A	`conf`	Building re-usable dictionary repositories for real-world text mining. CIKM Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma
2010	Misc	`ed.`	Proceedings of the 16th International Conference on Management of Data, 2010, Nagpur, India COMOD P. Sreenivasa Kumar, Srinivasan Parthasarathy, Shantanu Godbole
2009	A*	`conf`	Business Intelligence from Voice of Customer. ICDE L. Venkata Subramaniam, Tanveer A. Faruquie, Shajith Ikbal, Shantanu Godbole, Mukesh K. Mohania
2009	A*	`conf`	Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering. ICDM Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
2009	A*	`conf`	Enabling analysts in managed services for CRM analytics. KDD Indrajit Bhattacharya, Shantanu Godbole, Ajay Gupta, Ashish Verma, Jeff Achtermann, Kevin English
2008	A*	`conf`	An integrated system for automatic customer satisfaction analysis in the services industry. KDD Shantanu Godbole, Shourya Roy
2008	B	`conf`	Learning Decision Lists with Known Rules for Text Mining. IJCNLP Venkatesan Chakravarthy, Sachindra Joshi, Ganesh Ramakrishnan, Shantanu Godbole, Sreeram Balakrishnan
2008	A*	`conf`	Structured entity identification and document categorization: two tasks with one joint model. KDD Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi
2008	A*	`conf`	Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industry. KDD Shantanu Godbole, Shourya Roy
2008	—	`conf`	Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis. IEEE SCC (2) Shantanu Godbole, Shourya Roy
2007	A*	`conf`	How Much Noise Is Too Much: A Study in Automatic Text Classification. ICDM Sumeet Agarwal, Shantanu Godbole, Diwakar Punjani, Shourya Roy
2007	—	`conf`	Toward interactive learning by concept ordering. Hypertext Shantanu Godbole, Sachindra Joshi, Sameep Mehta, Ganesh Ramakrishnan
2005	A*	`conf`	Text Classification with Evolving Label-Sets. ICDM Shantanu Godbole, Ganesh Ramakrishnan, Sunita Sarawagi
2004	B	`conf`	Discriminative Methods for Multi-labeled Classification. PAKDD Shantanu Godbole, Sunita Sarawagi
2004	—	`conf`	Document Classification Through Interactive Supervision of Document and Term Labels. PKDD Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti
2004	—	`conf`	HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels. PKDD Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti
2003	A*	`conf`	Cross-training: learning probabilistic mappings between topics. KDD Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole
2002	A*	`conf`	Scaling multi-class support vector machines using inter-class confusion. KDD Shantanu Godbole, Sunita Sarawagi, Soumen Chakrabarti