Scaling multi-class support vector machines using inter-class confusion. - Shantanu Godbole; Sunita Sarawagi; Soumen Chakrabarti (KDD, 2002)

Cross-training: learning probabilistic mappings between topics. - Sunita Sarawagi; Soumen Chakrabarti; Shantanu Godbole (KDD, 2003)

Discriminative Methods for Multi-labeled Classification. - Shantanu Godbole; Sunita Sarawagi (PAKDD, 2004)

Document Classification Through Interactive Supervision of Document and Term Labels. - Shantanu Godbole; Abhay Harpale; Sunita Sarawagi; Soumen Chakrabarti (PKDD, 2004)

HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels. - Shantanu Godbole; Abhay Harpale; Sunita Sarawagi; Soumen Chakrabarti (PKDD, 2004)

Text Classification with Evolving Label-Sets. - Shantanu Godbole; Ganesh Ramakrishnan; Sunita Sarawagi (ICDM, 2005)

Toward interactive learning by concept ordering. - Shantanu Godbole; Sachindra Joshi; Sameep Mehta; Ganesh Ramakrishnan (Hypertext, 2007)

How Much Noise Is Too Much: A Study in Automatic Text Classification. - Sumeet Agarwal; Shantanu Godbole; Diwakar Punjani; Shourya Roy (ICDM, 2007)

Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis. - Shantanu Godbole; Shourya Roy (IEEE SCC (2), 2008)

Learning Decision Lists with Known Rules for Text Mining. - Venkatesan Chakravarthy; Sachindra Joshi; Ganesh Ramakrishnan; Shantanu Godbole; Sreeram Balakrishnan (IJCNLP, 2008)

Structured entity identification and document categorization: two tasks with one joint model. - Indrajit Bhattacharya; Shantanu Godbole; Sachindra Joshi (KDD, 2008)

Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industry. - Shantanu Godbole; Shourya Roy (KDD, 2008)

An integrated system for automatic customer satisfaction analysis in the services industry. - Shantanu Godbole; Shourya Roy (KDD, 2008)

Reuters Transcribed Subset. - Shantanu Godbole; Shourya Roy (UCI Machine Learning Repository, 2008)

Business Intelligence from Voice of Customer. - L. Venkata Subramaniam; Tanveer A. Faruquie; Shajith Ikbal; Shantanu Godbole; Mukesh K. Mohania (ICDE, 2009)

Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering. - Indrajit Bhattacharya; Shantanu Godbole; Sachindra Joshi; Ashish Verma 001 (ICDM, 2009)

Enabling analysts in managed services for CRM analytics. - Indrajit Bhattacharya; Shantanu Godbole; Ajay Gupta; Ashish Verma 001; Jeff Achtermann; Kevin English (KDD, 2009)

Building re-usable dictionary repositories for real-world text mining. - Shantanu Godbole; Indrajit Bhattacharya; Ajay Gupta; Ashish Verma 001 (CIKM, 2010)

A Cluster-Level Semi-supervision Model for Interactive Clustering. - Avinava Dubey; Indrajit Bhattacharya; Shantanu Godbole (ECML/PKDD (1), 2010)

Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks. - Indrajit Bhattacharya; Shantanu Godbole; Sachindra Joshi; Ashish Verma 001 (ACM Trans. Knowl. Discov. Data, 2012)

CDR Analysis Based Telco Churn Prediction and Customer Behavior Insights: A Case Study. - Natwar Modani; Kuntal Dey; Ritesh Gupta; Shantanu Godbole (WISE (2), 2013)

Taxonomy grounded aggregation of classifiers with different label sets. - Amrita Saha; Sathish Indurthi; Shantanu Godbole; Subendhu Rongali; Vikas C. Raykar (CoRR, 2015)

Learning Outcomes and Their Relatedness in a Medical Curriculum. - Sneha Mondal; Tejas I. Dhamecha; Shantanu Godbole; Smriti Pathak; Red Mendoza; K. Gayathri Wijayarathna; Nabil Zary; Swarnadeep Saha; Malolan Chetlur (BEA@ACL, 2019)

Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach. - Swarnadeep Saha; Malolan Chetlur; Tejas Indulal Dhamecha; K. Gayathri Wijayarathna; Red Mendoza; Paul Gagnon; Nabil Zary; Shantanu Godbole (IJCAI, 2019)

Towards Context-based Model Selection for Improved Crop Price Forecasting. - Ayush Jain; Smit Marvaniya; Shantanu Godbole; Vitobha Munigala (COMAD/CODS, 2022)

Supply chain emission estimation using large language models. - Ayush Jain; Manikandan Padmanaban; Jagabondhu Hazra; Shantanu Godbole; Kommy Weldemariam (CoRR, 2023)

AI for Environmental Intelligence in the Digital Economy. - Jagabondhu Hazra; Shantanu Godbole; Kommy Weldemariam; Maja Vukovic (Ubiquity, 2023)

A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model. - Ayush Jain; Manikandan Padmanaban; Jagabondhu Hazra; Shantanu Godbole; Komminist Weldemariam (COMAD/CODS, 2024)

Can a Multichoice Dataset be Repurposed for Extractive Question Answering? - 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; et al. (CoRR, 2024)

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. - 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; et al. (COLING, 2025)