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Madelon Hulsebos
Madelon Hulsebos
Postdoctoral Scholar, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Sherlock: A deep learning approach to semantic data type detection
M Hulsebos, K Hu, M Bakker, E Zgraggen, A Satyanarayan, T Kraska, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2582019
Sato: Contextual semantic type detection in tables
D Zhang, Y Suhara, J Li, M Hulsebos, Ç Demiralp, WC Tan
arXiv preprint arXiv:1911.06311, 2019
1552019
VizNet: Towards a large-scale visualization learning and benchmarking repository
K Hu, SNS Gaikwad, M Hulsebos, MA Bakker, E Zgraggen, C Hidalgo, ...
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
1062019
GitTables: A large-scale corpus of relational tables
M Hulsebos, Ç Demiralp, P Groth
Proceedings of the ACM on Management of Data 1 (1), 2023
852023
Results of semtab 2021
V Cutrona, J Chen, V Efthymiou, O Hassanzadeh, E Jiménez-Ruiz, ...
Proceedings of the semantic web challenge on tabular data to knowledge graph …, 2022
402022
The network nullspace property for compressed sensing of big data over networks
A Jung, M Hulsebos
Frontiers in Applied Mathematics and Statistics 4, 9, 2018
162018
Spade: Synthesizing assertions for large language model pipelines
S Shankar, H Li, P Asawa, M Hulsebos, Y Lin, JD Zamfirescu-Pereira, ...
arXiv preprint arXiv:2401.03038, 2024
14*2024
Results of semtab 2022
N Abdelmageed, J Chen, V Cutrona, V Efthymiou, O Hassanzadeh, ...
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 3320, 2022
102022
Observatory: Characterizing Embeddings of Relational Tables
T Cong, M Hulsebos, Z Sun, P Groth, HV Jagadish
PVLDB 17 (4), 849 - 862, 2023
92023
Augmenting decision making via interactive what-if analysis
S Gathani, M Hulsebos, J Gale, PJ Haas, Ç Demiralp
arXiv preprint arXiv:2109.06160, 2021
92021
Making Table Understanding Work in Practice
M Hulsebos, S Gathani, J Gale, I Dillig, P Groth, Ç Demiralp
arXiv preprint arXiv:2109.05173, 2021
72021
Models and Practice of Neural Table Representations
M Hulsebos, X Deng, H Sun, P Papotti
Companion of the 2023 International Conference on Management of Data, 83-89, 2023
62023
Gitschemas: A dataset for automating relational data preparation tasks
T Döhmen, M Hulsebos, C Beecks, S Schelter
2022 IEEE 38th International Conference on Data Engineering Workshops (ICDEW …, 2022
62022
Towards Accurate and Efficient Document Analytics with Large Language Models
Y Lin, M Hulsebos, R Ma, S Shankar, S Zeigham, AG Parameswaran, ...
arXiv preprint arXiv:2405.04674, 2024
42024
Results of SemTab 2023
O Hassanzadeh, N Abdelmageed, V Efthymiou, J Chen, V Cutrona, ...
CEUR Workshop Proceedings 3557, 1-14, 2023
32023
SchemaPile: A Large Collection of Relational Database Schemas
T Döhmen, R Geacu, M Hulsebos, S Schelter
Proceedings of the ACM on Management of Data 2 (3), 1-25, 2024
22024
AdaTyper: Adaptive Semantic Column Type Detection
M Hulsebos, P Groth, Ç Demiralp
arXiv preprint arXiv:2311.13806, 2023
22023
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching
N Abdelmageed, J Chen, V Cutrona, V Efthymiou, O Hassanzadeh, ...
International Semantic Web Conference, 2022
12022
Eighth Workshop on Data Management for End-to-End Machine Learning (DEEM)
M Hulsebos, M Interlandi, S Shankar
Companion of the 2024 International Conference on Management of Data, 651-652, 2024
2024
SIGMOD record
A Amarilli, F Capelli, M Stonebraker, A Pavlo, A Kakaraparthy, JM Patel, ...
SIGMOD Record 53 (2), 2024
2024
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