Hulsebos, Madelon

1. Sherlock: A Deep Learning Approach to Semantic Data Type Detection
   2019/05/25 by Hulsebos, Madelon, Hu, Kevin, Bakker, Michiel +5 · 9 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository
   2019/05/11 by Kevin Hu, Neil Gaikwad, Hu, Kevin +17 · 5 citations
   Computer Science · #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Video Analysis and Summarization
3. SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines
   2024/01/05 by Shankar, Shreya, Li, Haotian, Asawa, Parth +7 · 6 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Towards Accurate and Efficient Document Analytics with Large Language Models
   2024/05/07 by Yiming Lin, Lin, Yiming, Madelon Hulsebos +12 · 1 voice · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
5. Observatory: Characterizing Embeddings of Relational Tables
   2023/10/05 by Tianji Cong, Cong, Tianji, Madelon Hulsebos +7 · 3 citations
   Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
6. TARGET: Benchmarking Table Retrieval for Generative Tasks
   2025/05/14 by Xingyu Ji, Ji, Xingyu, Parker Glenn +5 · 8 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
7. Augmenting Decision Making via Interactive What-If Analysis
   2021/09/13 by Sneha Gathani, Gathani, Sneha, Madelon Hulsebos +7 · 2 citations
   Business, Management and Accounting · Computer Science · Environmental Science · #Big Data and Business Intelligence #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Species Distribution and Climate Change
8. How well do LLMs reason over tabular data, really?
   2025/05/12 by Cornelius Wolff, Madelon Hulsebos, Wolff, Cornelius +1 · 2 voices · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Library Science and Information Systems #cs.AI
9. AdaTyper: Adaptive Semantic Column Type Detection
   2023/11/23 by Madelon Hulsebos, Paul Groth, Hulsebos, Madelon +3 · 1 citation
   Computer Science · Decision Sciences · Medicine · #Computation and Language (cs.CL) #Data Quality and Management #Data-Driven Disease Surveillance #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting