Sairam Gurajada

According to our database, Sairam Gurajada authored at least 31 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Does a language model "understand" high school math? A survey of deep learning based word problem solvers.

Sowmya S. Sundaram, Sairam Gurajada, Deepak Padmanabhan, Savitha Sam Abraham, Marco Fisichella

WIREs Data. Mining. Knowl. Discov., 2024

A Blueprint Architecture of Compound AI Systems for Enterprise.

Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka

CoRR, 2024

Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models.

Seiji Maekawa, Hayate Iso, Sairam Gurajada, Nikita Bhutani

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates.

Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2022

Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers.

Sowmya S. Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham

CoRR, 2022

A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.

Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam

CoRR, 2022

SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases.

Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases.

Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam

CoRR, 2021

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering.

Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking.

Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

AutoText: An End-to-End AutoAI Framework for Text.

Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.

Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu

CoRR, 2020

2019

Learning Explainable Entity Resolution Algorithms for Small Business Data using SystemER.

Kun Qian, Douglas Burdick, Sairam Gurajada, Lucian Popa

Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, 2019

Learning-Based Methods with Human-in-the-Loop for Entity Resolution.

Sairam Gurajada, Lucian Popa, Kun Qian, Prithviraj Sen

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Low-resource Deep Entity Resolution with Transfer and Active Learning.

Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Distributed querying of large labeled graphs.

Sairam Gurajada

PhD thesis, 2017

2016

Distributed Processing of Generalized Graph-Pattern Queries in SPARQL 1.1.

Sairam Gurajada, Martin Theobald

CoRR, 2016

Distributed Set Reachability.

Sairam Gurajada, Martin Theobald

Proceedings of the 2016 International Conference on Management of Data, 2016

KOGNAC: Efficient Encoding of Large Knowledge Graphs.

Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2014

Using Graph Summarization for Join-Ahead Pruning in a Distributed RDF Engine.

Sairam Gurajada, Stephan Seufert, Iris Miliaraki, Martin Theobald

Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014

TriAD: a distributed shared-nothing RDF engine based on asynchronous message passing.

Sairam Gurajada, Stephan Seufert, Iris Miliaraki, Martin Theobald

Proceedings of the International Conference on Management of Data, 2014

2013

Report on INEX 2013.

Patrice Bellot, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, Matthew Trappett, Andrew Trotman, Mark Sanderson, Falk Scholer, Qiuyue Wang

SIGIR Forum, 2013

SPAR-Key: Processing SPARQL-Fulltext Queries to Solve Jeopardy! Clues.

Arunav Mishra, Sairam Gurajada, Martin Theobald

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of the INEX 2013 Linked Data Track.

Sairam Gurajada, Jaap Kamps, Arunav Mishra, Ralf Schenkel, Martin Theobald, Qiuyue Wang

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of INEX 2013.

Patrice Bellot, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, Matthew Trappett, Qiuyue Wang

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012

Report on INEX 2012.

Patrice Bellot, Timothy Chappell, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Maarten Marx, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Georgina Ramírez, Mark Sanderson, Eric SanJuan, Falk Scholer, A. Schuh, Xavier Tannier, Martin Theobald, Matthew Trappett, Andrew Trotman, Qiuyue Wang

SIGIR Forum, 2012

Overview of the INEX 2012 Linked Data Track.

Qiuyue Wang, Jaap Kamps, Georgina Ramírez Camps, Maarten Marx, Anne Schuth, Martin Theobald, Sairam Gurajada, Arunav Mishra

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Running SPARQL-Fulltext Queries Inside a Relational DBMS.

Arunav Mishra, Sairam Gurajada, Martin Theobald

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Design and evaluation of an ir-benchmark for sparql queries with fulltext conditions.

Arunav Mishra, Sairam Gurajada, Martin Theobald

Proceedings of the Fifth workshop on Exploiting Semantic Annotations in Information Retrieval, 2012

2011

Index tuning for query-log based on-line index maintenance.

Sairam Gurajada, P. Sreenivasa Kumar

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009

On-line index maintenance using horizontal partitioning.

Sairam Gurajada, P. Sreenivasa Kumar

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009