Lucian Popa
Orcid: 0000-0002-0659-9144Affiliations:
- IBM Almaden Research Center, San Jose, CA, USA
According to our database1,
Lucian Popa
authored at least 86 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture.
CoRR, 2023
MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning.
CoRR, 2023
Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle.
Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021
2020
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.
CoRR, 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision.
CoRR, 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context.
CoRR, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, 2020
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020
An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation.
Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proc. VLDB Endow., 2019
Learning Explainable Entity Resolution Algorithms for Small Business Data using SystemER.
Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2018
2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Towards High-Precision and Reusable Entity Resolution Algorithms over Sparse Financial Datasets.
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016
2014
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014
2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013
2011
Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study.
IEEE Data Eng. Bull., 2011
Proceedings of the Schema Matching and Mapping, 2011
2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
2009
Top-k generation of integrated schemas based on directed and weighted correspondences.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009
Proceedings of the Conceptual Modeling: Foundations and Applications, 2009
2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the Twenty-Seventh ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2008
Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration.
Proceedings of the Business Intelligence for the Real-Time Enterprise, 2008
2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
2006
IBM Syst. J., 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
2005
ACM Trans. Database Syst., 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
Proceedings of the 8th International Symposium on Parallel Architectures, 2005
2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the 20th International Conference on Data Engineering, 2004
2003
Proceedings of 29th International Conference on Very Large Data Bases, 2003
2002
Proceedings of 28th International Conference on Very Large Data Bases, 2002
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002
2001
2000
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000
1999
Proceedings of the VLDB'99, 1999
Proceedings of the Database Theory, 1999
1997
Proceedings of the Database Programming Languages, 6th International Workshop, 1997