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| 2024 | |
| C44. | Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy CABINET: Content Relevance-based Noise Reduction for Table Question Answering In Twelfth International Conference on Learning Representations (ICLR) 2024 (spotlight). |
| C43. | Pragyan Banerjee, Abhinav Java, Surgan Jandial , Simra Shahid, Shaz Furniturewala, Balaji Krishnamurthy, Sumit Bhatia All should be equal in the eyes of LMs: Counterfactually Aware Fair Text Generation In Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI) 2024. |
| 2023 | |
| C42. | H S V N S Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit Bhatia, Milan Aggarwal, Ganesh Ramakrishnan, Rishabh K Iyer, Balaji Krishnamurthy INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models In Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings) 2023. |
| C41. | Michael Llordes, Debasis Ganguly, Sumit Bhatia and Chirag Agarwal Explain Like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation In 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2023. |
| C40. | Simra Shahid, Tanay Anand, Nikitha Srikanth, Sumit Bhatia, Balaji Krishnamurthy and Nikaash Puri HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model In Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL) 2023. |
| W11. | Shrinivas Khiste, Tathagata Raha, Milan Aggarwal, Sumit Bhatia, and Simra Shahid Graph-Guided Unsupervised Knowledge Identification for Dialogue Agents In The 3rd Workshop on Document-Grounded Dialog and Conversational Question Answering (Doc2Dial) at ACL 2023. |
| 2022 | |
| J7. | Dwaipayan Roy, Sumit Bhatia and Prateek Jain Information asymmetry in Wikipedia across different languages: A statistical analysis In Journal of the Association for Information Science and Technology (JASIST) 73 (3), 347--361, 2022. |
| C39. | Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover CyCLIP: Cyclic Contrastive Language-Image Pretraining In Annual Conference on Neural Information Processing Systems (NeurIPS) 2022 (oral/spotlight). |
| C38. | Jivat Neet Kaur, Sumit Bhatia, Milan Aggarwal, Rachit Bansal, and Balaji Krishnamurthy LM-CORE: Language Models with Contextually Relevant External Knowledge In Findings of the Association for Computational Linguistics (NAACL-HLT) 2022. |
| C37. | Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, and Balaji Krishnamurthy CoSe-Co: Text Conditioned Generative CommonSense Contextualizer In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 2022. |
| C36. | Manjot Bedi, Tanisha Pandey, Sumit Bhatia and Tanmoy Chakraborty Why Did You Not Compare With That? Finding Papers for Use as Baseline In 44th European Conference on Information Retrieval (ECIR) 2022. |
| 2021 | |
| W10. | Jivat Neet Kaur, Sumit Bhatia, Milan Aggarwal, Rachit Bansal, and Balaji Krishnamurthy No Need to Know Everything! Efficiently Augmenting Language Models With External Knowledge In Workshop on Commonsense Reasoning and Knowledge Bases (CSKB) at AKBC 2021. |
| W9. | Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy CoSe-Co: Sentence Conditioned Generative CommonSense Contextualizer for Language Models In Workshop on Commonsense Reasoning and Knowledge Bases (CSKB) at AKBC 2021. |
| C35. | Sutapa Mondal, Sumit Bhatia and Raghava Mutharaju EmEL++: Embeddings for EL++ Description Logic. In AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (AAAI MAKE) 2021. |
| C34. | Gunjan Singh, Sutapa Mondal, Sumit Bhatia and Raghava Mutharaju Neuro-Symbolic Techniques for Description Logic Reasoning In Thirty-Fifth AAAI Conference on Artificial Intelligence -- Student Abstracts (AAAI) 2021. |
| C33. | Kritika Venkatachalam, Raghava Mutharaju, and Sumit Bhatia SERC: Syntactic and Semantic Sequence based Event Relation Classification In 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2021. |
| 2020 | |
| C32. | Gunjan Singh, Sumit Bhatia and Raghava Mutharaju OWL2Bench: A Benchmark for OWL 2 Reasoners The 19th International Semantic Web Conference (ISWC) 2020. |
| C31. | Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, Karthik Sankaranarayanan: Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings The 28th International Conference on Computational Linguistics (COLING) 2020. |
| C30. | Dwaipayan Roy, Sumit Bhatia, and Prateek Dwivedi A Topic-Aligned Multilingual Corpus of Wikipedia Articles for Studying Information Asymmetry in Low Resource Languages 12th International Conference on Language Resources and Evaluation (LREC) 2020. |
| 2019 | |
| C29. | Sumit Bhatia, Bapi Chatterjee, Deepak Nathani and Manohar Kaul A Persistent Homology Perspective to the Link Prediction Problem The 8th International Conference on Complex Networks and their Applications (Complex Networks) 2019. |
| C28. | Raj Kamal Yadav, Gunjan Singh, Raghava Mutharaju, and Sumit Bhatia Towards a Concurrent Approximate Description Logic Reasoner The 18th International Semantic Web Conference (ISWC) 2019 (Best Poster Nomination). |
| C27. | Dwaipayan Roy, Sumit Bhatia, and Mandar Mitra Selecting Discriminative Terms for Relevance Model The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2019. |
| C26. | Dattatreya Mohapatra, Abhishek Maiti, Sumit Bhatia and Tanmoy Chakraborty Go Wide, Go Deep: Quantifying the Impact of Scientific Papers through Influence Dispersion Trees. The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL) 2019 (Best Student Paper). |
| B1. | Sumit Bhatia Entity Linking in Enterprise Search: Combining Textual and Structural Information . Book Chapter in: P D., Jurek-Loughrey A. (eds) Linking and Mining Heterogeneous and Multi-view Data. Book Series on Unsupervised and Semi-Supervised Learning. Springer, Cham (2019). |
| 2018 | |
| C25. | Sumit Bhatia and Purusharth Dwivedi and Avneet Kaur That's Interesting, Tell Me More! Finding Descriptive Support Passages for Explaining Knowledge Graph Relationships. The 17th International Semantic Web Conference (ISWC) 2018 (Best paper award). |
| C24. | Sumit Bhatia and Harit Vishwakarma Know Thy Neighbors, and More! Studying the Role of Context in Entity Recommendation. The 29th ACM Conference on Hypertext and Social Media (HT18) 2018 (Best paper nominee). |
| C23. | Vinith Misra and Sumit Bhatia Bernoulli Embeddings for Graphs. In Thirty-Second AAAI Conference on Artificial Intelligence, AAAI 2018. |
| C22. | Dwaipayan Roy, Debasis Ganguly, Sumit Bhatia, Srikanta Bedathur and Mandar Mitra Using Word Embeddings for Information Retrieval: How Collection and Term Normalization Choices Affect Performance The 27th International Conference on Information and Knowledge Management (CIKM) 2018. |
| C21. | Sumit Bhatia and Deepak P. Topic-Specific Sentiment Analysis Can Help Identify Political Ideology. In 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), in conjunction with EMNLP(2018) . |
| C20. | Hima Karanam, Sumit Neelam, Udit Sharma, Sumit Bhatia, Srikanta Bedathur, L. Venkata Subramaniam, Maria Chang, Achille Fokoue-Nkoutche, Spyros Kotoulas, Bassem Makni, Mariano Rodriguez Muro, Ryan Musa, Michael Witbrock Scalable Reasoning Infrastructure for Large Scale Industrial Applications. The 17th International Semantic Web Conference (ISWC) 2018 (Poster). |
| 2017 | |
| C19. | Sumit Bhatia, Nidhi Rajshree, Anshu Jain and Nitish Aggarwal.Tools and Infrastructure for Supporting Enterprise Knowledge Graphs. In Advanced Data Mining and Applications, 2017. |
| 2016 | |
| J6. | Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra and C. Lee Giles. AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data. In IEEE Transactions on Big Data, 2016. |
| J5. | Quanzeng You, Sumit Bhatia, and Jiebo Luo. A Picture Tells a Thousand Words -- About You! User Interest Profiling from User Generated Visual Content In Signal Processing (SIGPRO) Volume 124, July 2016, Pages 45-53. Special Issue on Big Data Meets Multimedia Analytics (DOI: http://dx.doi.org/10.1016/j.sigpro.2015.10.032). |
| J4. | Sumit Bhatia, Prakhar Biyani and Prasenjit Mitra. Identifying the Role of Individual User Messages in an Online Discussion and its Applications in Thread Retrieval. Journal of the Association for Information Science and Technology (JASIST) ,67(2): 276-288 (DOI: http://dx.doi.org/10.1002/asi.23373). |
| C18. | Nitish Aggarwal and Sumit Bhatia and Vinith Misra. Connecting the Dots: Explaining Relationships Between Unconnected Entities in a Knowledge Graph. The 13th Extended Conference on Semantic Web (ESWC), 2016. |
| C17. | Sumit Bhatia and Alok Goel and Elizabeth Bowen and Anshu Jain. Separating Wheat From the Chaff -- A Relationship Ranking Algorithm. The 13th Extended Conference on Semantic Web (ESWC), 2016. |
| C16. | Sumit Bhatia and Anshu Jain. Context Sensitive Entity Linking of Search Queries For Enterprise Knowledge Graphs. The 13th Extended Conference on Semantic Web (ESWC), 2016. |
| 2015 | |
| C15. | Prakhar Biyani, Sumit Bhatia, Cornellia Caragea and Prasenjit Mitra. Using Subjectivity Analysis to Improve Thread Retrieval in Online Forums. The 37th annual European Conference on Information Retrieval (ECIR), 2015. |
| C14. | Meenakshi Nagarajan, Angela Wilkins, Benjamin Bachman, Ilya Novikov, Sheng Hua Bao, Peter Haas, Maria Terron, Sumit Bhatia, Anbu Adikesavan, Jacques Labrie, Sam Regenbogen, Christrie Buchovecky, Curtis Pickering, Linda Kato, Andreas Lisewski, Ana Lelescu, Houyin Zhang, Stephen Boyer, Griff Weber, Ying Chen, Lawrence Donehower, Scott Spangler, Olivier Lichtarge. Predicting Future Scientific Discoveries Based on a Networked Analysis of the Past Literature. 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2015. |
| 2014 | |
| J3. | Prakhar Biyani, Sumit Bhatia, Cornellia Caragea and Prasenjit Mitra. Using Non-lexical Features For Identifying Factual and Opinionative Threads in Online Forums. Elsevier Knowledge-Based Systems(KBS), Volume 69, October 2014, Pages 170–178 . |
| C13. | Sumit Bhatia, Prakhar Biyani and Prasenjit Mitra. Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014 . |
| W8. | Quanzeng You, Sumit Bhatia, Tong Sun and Jiebo Luo. The eyes of the beholder: Gender prediction using images posted in Online Social Networks In SMDM'14: Workshop on Social Multimedia Data Mining, Co-Located with ICDM, 2014. |
| W7. | Chandrima Sarkar, Sumit Bhatia, Juan Li and Arvind Agarwal. Feature Analysis for Computational Personality Recognition Using YouTube Personality Data set In WCPR'14: Workshop on Computational Personality Recognition, Co-Located with ACM Multimedia, 2014. |
| 2013 | |
| C12. | Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra and C. Lee Giles. Automatic Detection of Pseudo-codes in Scholarly Documents Using Machine Learning. In the Twelfth International Conference on Document Analysis and Recognition, (ICDAR) 2013 . |
| W6. | Sumit Bhatia, Jingxuan Li, Wei Peng and Tong Sun. Monitoring and Analyzing Customer Feedback Through Social Media Platforms for Identifying and Remedying Customer Problems In BASNA'13: Proceedings of 4th International Workshop on Business Applications of Social Network Analysis, Co-Located with ASONAM, 2013. |
| 2012 | |
| J2. | Sumit Bhatia and Prasenjit Mitra. Summarizing Figures, Tables and Algorithms in Scientific Publications to Augment Search Results ACM Transactions on Information Systems (TOIS), 30(1) 2012. |
| J1. |
Sumit Bhatia, Cornelia Caragea, Hung-Hsuan Chen, Jian Wu, Pucktada Treeratpituk, Zhaohui Wu, Madian Khabsa, Prasenjit Mitra and C. Lee Giles. Specialized Research Datasets in the CiteSeerx Digital Library In D-Lib magazine, July/Aug 2012, Volume 18, No. 7/8, 2012.
Also presented at The 1st International Workshop on Mining Scientific Publications, Co-located with the Joint Conference on Digital Libraries (JCDL) 2012 |
| C11. | Prakhar Biyani, Sumit Bhatia, Cornelia Caragea and Prasenjit Mitra. Thread Specific Features are Helpful for Finding Subjectivity Orientation of Online Forum Threads. In the 24th International Conference on Computational Linguistics, (COLING) 2012 . |
| C10. | Sumit Bhatia, Bin He, Qi He and Scott Spangler. A Scalable Approach for Performing Proximal Search for Verbose Patent Search Queries. In the 21st ACM Conference on Information and Knowledge Management, (CIKM) 2012 (poster). |
| C9. | Sumit Bhatia, Cliff Brunk and Prasenjit Mitra. Analysis and Automatic Classification of Web Search Queries for Diversification Requirements. 75th Annual Meeting of the American Society for Information Science and Technology, (ASIST) 2012. |
| W5. | Sumit Bhatia, Prakhar Biyani and Prasenjit Mitra. Classifying User Messages For Managing Web Forum Data In WebDB'12: 15th International workshop on the Web and Databases, Co-Located with SIGMOD, 2012. |
| W4. | Sumit Bhatia, Cliff Brunk and Prasenjit Mitra. A Query Classification Scheme for Diversification In DDR'12: Proceedings of the second international workshop on Diversity in Document Retrieval, Co-Located with WSDM 2012, 2012. |
| 2011 | |
| C8. | Sumit Bhatia, Debapriyo Majumdar and Prasenjit Mitra. Query Suggestions in the Absence of Query Logs. In proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011 (acceptance rate 19.8%). |
| C7. | Sumit Bhatia. Multidimensional search result diversification: diverse search results for diverse users. In proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011 (doctoral consortium). |
| W3. | Sumit Bhatia, Suppawong Tuarob, Prasenjit Mitra and C. Lee Giles. An Algorithm Search Engine For Software Developers In SUITE '11: Proceedings of 2011 ICSE Workshop on Search-driven Development: Users, Infrastructure, Tools and Evaluation, 2011. |
| 2010 | |
| C6. | Sumit Bhatia and Prasenjit Mitra. Adopting Inference Networks for Online Thread Retrieval In Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010 (acceptance rate 26.9%). |
| C5. | Saurabh Kataria, Prasenjit Mitra and Sumit Bhatia. Utilizing Context in Generative Bayesian Models for Linked Corpus In Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010 (acceptance rate 26.9%). |
| C4. | Sumit Bhatia, Prasenjit Mitra and C. Lee Giles. Finding Algorithms in Scientific Articles In the 18th International World Wide Web Conference, WWW 2010(poster). |
| 2009 | |
| C3. | Sumit Bhatia, Shibamouli Lahiri and Prasenjit Mitra. Generating Synopses for Document-Element Search In the 18th ACM Conference on Information and Knowledge Management, CIKM 2009. |
| W2. | Sumit Bhatia and Prasenjit Mitra. Synopsis Generation for Specialized Document-Element Search Engines In Workshop on Web Search Result Summarization and Presentation, Co-Located with WWW2009, 2009. |
| 2008 | |
| C2. | Sumit Bhatia, Praveen Prakash and G. N. Pillai. SVM Based Decision Support System for Heart Disease Classification with Integer-Coded Genetic Algorithm to Select Critical Features In Proceedings of the World Congress on Engineering and Computer Science 2008, WCECS '08, October 22 - 24, 2008, San Francisco, USA, Lecture Notes in Engineering and Computer Science, pages 34-38, 2008. |
| W1. | Kedar Nath Das, Sumit Bhatia, Shubhin Puri, and Kusum Deep. A Retrievable GA for Solving Sudoku Puzzles Technical Report Department of Mathematics, IIT Roorkee, May 2008. |
| 2007 | |
| C1. | Rohit Singh Gautam, Sumit Bhatia, Dharmendra Singh, and Ankush Mittal. Harmonic analysis of time-series NOAA/AVHRR images for hotspot detection and land features classification In IEEE International Geoscience and Remote Sensing Symposium IGARSS 2007. pages 2971-2974, 23-28 July 2007. |