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Chatterjee, Soumya ; Sarawagi, Sunita ; Jyothi, Preethi (2022) Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding In: 60th Annual Meeting of the Association for Computational Linguistics.

Unni, Vinit ; Khare, Shreya ; Mittal, Ashish ; Jyothi, Preethi ; Sarawagi, Sunita ; Bharadwaj, Samarth (2022) Adaptive Discounting of Implicit Language Models in RNN-Transducers In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Jain, Arjit ; Sarawagi, Sunita ; Sen, Prithviraj (2022) Deep Indexed Active Learning for Matching Heterogeneous Entity Representations VLDB .

Piratla, Vihari ; Netrapalli, Praneeth ; Sarawagi, Sunita (2022) Focus on the Common Good: Group Distributional Robustness Follows ICLR .

Patil, Vaidehi ; Talukdar, Partha ; Sarawagi, Sunita (2022) Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages. In: 60th Annual Meeting of the Association for Computational Linguistics.

Piratla, Vihari ; Chakrabarty, Soumen ; Sarawagi, Sunita (2021) Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations NeurIPS .

Awasthi, Abhijeet ; Kansal, Aman ; Sarawagi, Sunita ; Jyothi, Preethi (2021) Error-Driven Fixed-Budget ASR Personalization for Accented Speakers In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Khemchandani, Yash ; Mehtani, Sarvesh ; Patil, Vaidehi ; Awasthi, Abhijeet (2021) Exploiting Language Relatedness for Low Resource Language Model Adaptation: An Indic Languages Study ACL-IJCNLP Main Conference .

Deshpande, Prathamesh ; Marathe, Kamlesh ; De, Abir ; Sarawagi, Sunita (2021) Long Horizon Forecasting with Temporal Point Processes In: 14th ACM International Conference on Web Search and Data Mining.

Khare, Shreya ; Mittal, Ashish ; Diwan, Anuj ; Sarawagi, Sunita ; Jyothi, Preethi ; Bharadwaj, Samarth (2021) Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration In: Interspeech.

Bansal, Parikshit ; Deshpande, Prathamesh ; Sarawagi, Sunita (2021) Missing value imputation on multidimensional time series Proceedings of the VLDB Endowment, 14 (11). pp. 2533-2545. ISSN 2150-8097

Gupta, Abhirut ; Vavre, Aditya ; Sarawagi, Sunita (2021) Training Data Augmentation for Code-Mixed Translation In: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

Nasery, Anshul ; Thakur, Soumyadeep ; Piratla, Vihari ; De, Abir ; Sarawagi, Sunita (2021) Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NeurIPS .

Khandelwal, Kartik ; Jyothi, Preethi ; Awasthi, Abhijeet ; Sarawagi, Sunita (2020) Black-box Adaptation of ASR for Accented Speech In: Interspeech 2020.

Chatterjee, Oishik ; Ramakrishnan, Ganesh ; Sarawagi, Sunita (2020) Data Programming using Continuous and Quality-Guided Labeling Functions AAAI .

Piratla, Vihari ; Netrapalli, Praneeth ; Sarawagi, Sunita (2020) Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML .

Awasthi, Abhijeet ; Ghosh, Sabyasachi ; Goyal, Rasna ; Sarawagi, Sunita (2020) Learning from Rules Generalizing Labeled Exemplars ICLR .

Shah, Sahil ; Piratla, Vihari ; Chakrabarti, Soumen ; Sarawagi, Sunita (2020) NLP Service APIs and Models for Efficient Registration of New Clients In: Association for Computational Linguistics: EMNLP 2020.

Balasubramanian, Sriram ; Jain, Naman ; Jindal, Gaurav ; Awasthi, Abhijeet ; Sarawag, Sunita (2020) What's in a Name? Are BERT Named Entity Representations just as Good for any other Name? In: 5th Workshop on Representation Learning for NLP.

Shankar, Shiv ; Sarawagi, Sunita (2019) Posterior Attention Models for Sequence to Sequence Learning In: ICLR 2019 Conference.

Awasthi, Abhijeet ; Sarawagi, Sunita ; Goyal, Rasna ; Ghosh, Sabyasachi ; Piratla, Vihari (2019) Parallel Iterative Edit Models for Local Sequence Transduction In: 9th International Joint Conference on Natural Language Processing.

Deshpande, Prathamesh ; Sarawagi, Sunita (2019) Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units In: 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

Piratla, Vihari ; Sarawagi, Sunita ; Chakrabarti, Soumen (2019) Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings In: 57th Annual Meeting of the Association for Computational Linguistics.

Mukherjee, S ; Shankar, D ; Ghosh, A ; Tathawadekar, N ; Kompalli, P ; Sarawagi, S ; Chaudhury, K (2018) ARMDN: Associative and recurrent mixture density networks for eretail demand forecasting

Shankar, Shiv ; Piratla, Vihari ; Chakrabarti, Soumen ; Chaudhuri, Siddhartha ; Jyothi, Preethi ; Sarawagi., Sunita (2018) Generalizing Across Domains via Cross-Gradient Training ICLR .

Shankar, Shiv ; Sarawagi, Sunita (2018) Labeled Memory Networks for Online Model Adaptation Proceedings of the AAAI Conference on Artificial Intelligence, 32 (1). ISSN 2159-5399

Shankar, Shiv ; Garg, Siddhant ; Sarawagi, Sunita (2018) Surprisingly Easy Hard-Attention for Sequence to Sequence Learning In: 2018 Conference on Empirical Methods in Natural Language Processing.

Kumar, Avira ; Sarawagi, Sunita ; Jain, Ujjwal (2018) Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML .

Halevy, Alon ; Noy, Natalya ; Sarawagi, Sunita ; Whang, Steven Euijong ; Yu, Xiao (2016) Discovering Structure in the Universe of Attribute Names In: 25th International Conference on World Wide Web.

Sountsov, Pavel ; Sarawagi, Sunita (2016) Length bias in encoder decoder models and a case for global conditioning EMNLP .

Madaan, Aman ; Mittal, Ashish ; Mausam, . ; Ramakrishnan, Ganesh ; Sarawagi, Sunita (2016) Numerical Relation Extraction with Minimal Supervision Proceedings of the AAAI Conference on Artificial Intelligence, 30 (1). ISSN 2159-5399

Iyer, Arun Shankar ; Nath, J. Saketha ; Sarawagi, Sunita (2016) Privacy-preserving Class Ratio Estimation In: 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Trummer, Immanuel ; Halevy, Alon ; Lee, Hongrae ; Sarawagi, Sunita ; Gupta, Rahul (2015) Mining Subjective Properties on the Web In: 2015 ACM SIGMOD International Conference on Management of Data.

Iyer, Arun ; Nath, Saketh ; Sarawagi, Sunita (2014) Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection In: International Conference on Machine Learning (ICML).

Sarawagi, Sunita ; Chakrabarti, Soumen (2014) Open-domain quantity queries on web tables ACM SIGKDD . pp. 711-720.

Chaudhari, Gaurish ; Avadhanula, Vashist ; Sarawagi, Sunita (2014) A few good predictions: selective node labeling in a social network In: Proceedings of the 7th ACM international conference on Web search and data mining.

Katariya, Namit ; Iyer, Arun ; Sarawagi, Sunita (2012) Active Evaluation of Classifiers on Large Datasets In: IEEE 12th International Conference on Data Mining, Brussels, Belgium.

Pimplikar, Rakesh ; Sarawagi, Sunita (2012) Answering table queries on the web using column keywords Proceedings of the VLDB Endowment, 5 (10).

Gupta, Rahul ; Sarawagi, Sunita (2011) Joint training for open-domain extraction on the web In: Proceedings of the fourth ACM international conference on Web search and data mining.

Gupta, Rahul ; Sarawagi, Sunita ; A. Diwan, Ajit (2010) Collective inference for extraction mrfs coupled with symmetric clique potentials Journal of Machine Learning Research, 11 . pp. 3097-3135.

Limaye, Girija ; Sarawagi, Sunita ; Chakrabarti, Soumen (2010) Annotating and searching web tables using entities, types and relationships Proceedings of the VLDB Endowment, 3 (1-2). pp. 1338-1347. ISSN 2150-8097

Chakrabarti, Soumen ; Sarawagi, Sunita ; Sudarshan, S (2010) Enhancing search with structure Data Eng. Bull, 33 (1). pp. 3-24.

J. Reddi, Sashank ; Sarawagi, Sunita ; Vishwanathan, Sundar (2010) MAP estimation in binary MRFs via bipartite multi-cuts In: Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010.

Gupta, Rahul ; Sarawagi, Sunita (2009) Answering table augmentation queries from unstructured lists on the web Proceedings of the VLDB Endowment, 2 (1). pp. 289-300. ISSN 2150-8097

Gupta, Rahul ; Sarawagi, Sunita (2009) Domain adaptation of information extraction models ACM SIGMOD Record, 37 (4). pp. 35-40. ISSN 0163-5808

Sarawagi, Sunita ; Deshpande, Vinay S ; Kasliwal, Sourabh (2009) Efficient top-k count queries over imprecise duplicates In: 12th International Conference on Extending Database Technology: Advances in Database Technology.

Gupta, Rahul ; Sarawagi, Sunita ; A. Diwan, Ajit (2009) Generalized collective inference with symmetric clique potentials arXiv e-print .

Sarawagi, Sunita ; Gupta, Rahul (2008) Accurate max-margin training for structured output spaces In: 25th international conference on Machine learning.

Satpal, Sandeepkumar ; Sarawagi, Sunita (2007) Domain Adaptation of Conditional Probability Models Via Feature Subsetting In: Knowledge Discovery in Databases: PKDD 2007.

Gupta, Rahul ; Diwan, Ajit A. ; Sarawagi, Sunita (2007) Efficient inference with cardinality-based clique potentials In: 24th international conference on Machine learning.

Sarawagi, Sunita (2007) Information Extraction Foundations and Trends in Databases, 1 (3). pp. 261-377. ISSN 1931-7883

Gupta, Rahul ; Sarawagi, Sunita (2006) Curating probabilistic databases from information extraction models In: 32nd International Conference on Very Large Data Bases.

Sarawagi, Sunita ; Agrawal, Rakesh ; Megiddo, Nimrod (2006) Discovery-driven exploration of OLAP data cubes Advances in Database Technology — EDBT'98, 1377 . pp. 168-182. ISSN 0302-9743

Chandel, A. ; Nagesh, P.C. ; Sarawagi, S. (2006) Efficient Batch Top-k Search for Dictionary-based Entity Recognition In: 22nd International Conference on Data Engineering (ICDE'06), Atlanta, GA, USA.

Sarawagi, Sunita (2006) Efficient inference on sequence segmentation models In: 23rd international conference on Machine learning.

Gupta, Rahul ; Sarawagi, Sunita (2006) Map estimation in mrfs via rank aggregation ICML .

Koudas, Nick ; Sarawagi, Sunita ; Srivastava, Divesh (2006) Record linkage: similarity measures and algorithms In: 2006 ACM SIGMOD international conference on Management of data.

Mansuri, Imran ; Sarawagi, Sunita (2006) A system for integrating unstructured data into relational databases Conference on Data Engineering .

Vydiswaran, Vinod ; Sarawagi, Sunita (2005) Learning to extract information from large websites using sequential models In: Eleventh International Conference on Management of Data.

Sarawagi, Sunita (2005) Models and Indices for Integrating Unstructured Data with a Relational Database In: Knowledge Discovery in Inductive Databases.

Sarawagi, Sunita (2005) Sequence Data Mining Advanced Methods for Knowledge Discovery from Complex Data . pp. 153-187.

Godbole, S. ; Ramakrishnan, G. ; Sarawagi, S. (2005) Text Classification with Evolving Label-Sets In: Fifth IEEE International Conference on Data Mining (ICDM'05).

Godbole, Shantanu ; Sarawagi, Sunita (2004) Discriminative Methods for Multi-labeled Classification In: Advances in Knowledge Discovery and Data Mining.

Godbole, Shantanu ; Harpale, Abhay ; Sarawagi, Sunita ; Chakrabarti, Soumen (2004) Document Classification Through Interactive Supervision of Document and Term Labels In: Knowledge Discovery in Databases: PKDD 2004.

Sarawagi, Sunita ; Kirpal, Alok (2004) Efficient set joins on similarity predicates In: 2004 ACM SIGMOD international conference on Management of data.

Cohen, William W. ; Sarawagi, Sunita (2004) Exploiting dictionaries in named entity extraction In: ACM SIGKDD international conference on Knowledge discovery and data mining.

Chaudhuri, Surajit ; Narasayya, Vivek ; Sarawagi, Sunita (2004) Extracting predicates from mining models for efficient query evaluation ACM Transactions on Database Systems, 29 (3). pp. 508-544. ISSN 0362-5915

Sarawagi, Sunita ; Kirpal, Alok (2003) Scaling up the alias duplicate elimination system: A demostration In: 19th International Conference on Data Engineering (Cat. No.03CH37405).

Sarawagi, Sunita ; Chakrabarti, Soumen ; Godbole, Shantanu (2003) Cross training: learning probabilistic mappings between topics ACM SIGKDD international conference on Knowledge discovery and data mining . p. 177.

Chaudhuri, Surajit ; Ganesan, Prasanna ; Sarawagi, Sunita (2003) Factorizing complex predicates in queries to exploit indexes In: 2003 ACM SIGMOD international conference on Management of data.

Wangikar, Pramod P. ; Tendulkar, Ashish V. ; Ramya, S. ; Mali, Deepali N. ; Sarawagi, Sunita (2003) Functional Sites in Protein Families Uncovered via an Objective and Automated Graph Theoretic Approach Journal of Molecular Biology, 326 (3). pp. 955-978. ISSN 00222836

Anurandha, B. ; Janakiraman, Anand ; Sarawagi, Sunita ; Haritsa, Jayant (2002) Building classifiers with unrepresentative training instances: Experiences from the kdd cup 2001 competition Workshop on Data Mining Lessons .

Sarawagi, Sunita ; Bhamidipaty, Anuradha ; Kirpal, Alok ; Mouli, Chandra (2002) Alias: An active learning led interactive deduplication system VLDB '02: Proceedings of the 28th International Conference on Very Large Databases . pp. 1103-1106.

Sarawagi, Sunita (2002) Automation in information extraction and data integration In: 28th International Conference on Very Large Data Bases.

Chaudhuri, S. ; Narasayya, V. ; Sarawagi, S. (2002) Efficient evaluation of queries with mining predicates In: 18th International Conference on Data Engineering.

Sarawagi, Sunita ; Bhamidipaty, Anuradha (2002) Interactive deduplication using active learning SIGKDD Explorations . p. 269. ISSN 1931-0145

Godbole, Shantanu ; Sarawagi, Sunita ; Chakrabarti, Soumen (2002) Scaling multi-class support vector machines using inter-class confusion ACM SIGKDD international conference on Knowledge discovery and data mining . p. 513.

R. Borkar, Vinayak ; Deshmukh, Kaustubh ; Sarawagi, Sunita (2001) Automatic text segmentation for extracting structured records ACM SIGMOD .

Sathe, G ; Sarawagi, S (2001) Intelligent rollups in multidimensional olap data VLDB . pp. 307-316.

Sarawagi, Sunita (2001) User-cognizant multidimensional analysis The VLDB Journal, 10 (2). pp. 224-239. ISSN 1066-8888

Sarawagi, Sunita (2001) iDiff: Informative Summarization of Differences in Multidimensional Aggregates. Data Mining and Knowledge Discovery, 5 (4). pp. 255-276. ISSN 13845810

Sarawagi, Sunita ; Thomas, Shiby ; Agrawal, Rakesh (2000) Integrating association rule mining with databases: alternatives and implications Data Mining and Knowledge Discovery journal, 4 (2-3). pp. 89-125.

Sarawagi, S. ; Stonebraker, M. (2000) Single query optimization in tertiary memory Technical Report Sequoia .

Sarawagi, S (2000) User-adaptive exploration of multidimensional data VLDB . pp. 307-316.

Sarawagi, Sunita ; Sathe, Gayatri (2000) i3: intelligent, interactive investigation of OLAP data cubes ACM SIGMOD Record, 29 (2). p. 589. ISSN 0163-5808

Sarawagi, S (1999) Explaining differences in multidimensional aggregates VLDB . pp. 45-53.

Thomas, S ; Sarawagi, S (1998) Mining generalized association rules and sequential patterns using sql queries 4th International Conference on Knowledge Discovery and Data Mining .

Chakrabarti, S ; Sarawagi, S ; Dom, B (1998) Mining surprising temporal patterns Very Large Databases (VLDB) .

Sarawagi, Sunita (1997) Execution reordering for tertiary memory access IEEE Data Engineering Bulletin .

Sarawagi, Sunita (1997) Indexing OLAP data IEEE Data Engineering Bulletin .

Agrawal, R. ; Gupta, A. ; Sarawagi, S. (1997) Modeling multidimensional databases In: 13th International Conference on Data Engineering.

Sarawagi, Sunita ; Stonebraker, Mike (1996) Reordering execution in tertiary memory databases 22nd Int'l Conference on Very Large Databases .

Sarawagi, Sunita ; Agrawal, Rakesh ; Gupta, Ashish (1996) On computing the data cube

Agarwal, S ; Agrawa, R ; Deshpande, P.M ; Gupta, A ; Naughton, J.F ; Ramakrishnan, R ; Sarawagi, S (1996) On the computation of multidimensional aggregates 22nd Int'l Conference on Very Large Databases . pp. 506-521.

Sarawagi, S. (1995) Database systems for efficient access to tertiary memory In: 14th Symposium on Mass Storage Systems.

Sarawagi, S. ; Stonebraker, M. (1994) Efficient organization of large multidimensional arrays In: 10th International Conference on Data Engineering.

Sarawagi., S. Query processing and caching in tertiary memory databases VLDB .

Sarawagi, Sunita ; W, William ; Semi-markov, Cohen Semi-markov conditional random fields for information extraction In: Advances in Neural Information Processing Systems 17.