Cocoon: Semantic Table Profiling Using Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Zezhou, Wu, Eugene |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data Cleaning Using Large Language Models
by: Zhang, Shuo, et al.
Published: (2024)
by: Zhang, Shuo, et al.
Published: (2024)
Disambiguate Entity Matching using Large Language Models through Relation Discovery
by: Huang, Zezhou
Published: (2024)
by: Huang, Zezhou
Published: (2024)
A Decade of Systems for Human Data Interaction
by: Wu, Eugene, et al.
Published: (2025)
by: Wu, Eugene, et al.
Published: (2025)
Towards Accurate and Efficient Document Analytics with Large Language Models
by: Lin, Yiming, et al.
Published: (2024)
by: Lin, Yiming, et al.
Published: (2024)
A Simple and Fast Way to Handle Semantic Errors in Transactions
by: Zeng, Jinghan, et al.
Published: (2024)
by: Zeng, Jinghan, et al.
Published: (2024)
SemaSK: Answering Semantics-aware Spatial Keyword Queries with Large Language Models
by: Zhang, Zesong, et al.
Published: (2025)
by: Zhang, Zesong, et al.
Published: (2025)
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines
by: Shankar, Shreya, et al.
Published: (2024)
by: Shankar, Shreya, et al.
Published: (2024)
EmpireDB: Data System to Accelerate Computational Sciences
by: Alabi, Daniel, et al.
Published: (2024)
by: Alabi, Daniel, et al.
Published: (2024)
Structured Multi-Step Reasoning for Entity Matching Using Large Language Model
by: Bopardikar, Rohan, et al.
Published: (2025)
by: Bopardikar, Rohan, et al.
Published: (2025)
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks
by: Rebmann, Adrian, et al.
Published: (2025)
by: Rebmann, Adrian, et al.
Published: (2025)
Automated Extraction of Mechanical Constitutive Models from Scientific Literature using Large Language Models: Applications in Cultural Heritage Conservation
by: Hu, Rui, et al.
Published: (2026)
by: Hu, Rui, et al.
Published: (2026)
Conceptual Schema Inference for Tabular Datasets using Large Language Models
by: Wu, Zhenyu, et al.
Published: (2026)
by: Wu, Zhenyu, et al.
Published: (2026)
Where Does Academic Database Research Go From Here?
by: Wu, Eugene, et al.
Published: (2025)
by: Wu, Eugene, et al.
Published: (2025)
Database Theory + X: Database Visualization
by: Wu, Eugene
Published: (2024)
by: Wu, Eugene
Published: (2024)
Can Large Language Models be a Cardinality Estimator? An Empirical study
by: Liu, Liangzu, et al.
Published: (2026)
by: Liu, Liangzu, et al.
Published: (2026)
ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models
by: Yan, Jianxin, et al.
Published: (2025)
by: Yan, Jianxin, et al.
Published: (2025)
RAC: Relation-Aware Cache Replacement for Large Language Models
by: Wu, Yuchong, et al.
Published: (2026)
by: Wu, Yuchong, et al.
Published: (2026)
GPU Acceleration of SQL Analytics on Compressed Data
by: Huang, Zezhou, et al.
Published: (2025)
by: Huang, Zezhou, et al.
Published: (2025)
Lorentz: Learned SKU Recommendation Using Profile Data
by: Glaze, Nicholas, et al.
Published: (2024)
by: Glaze, Nicholas, et al.
Published: (2024)
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
by: Huang, Keke, et al.
Published: (2025)
by: Huang, Keke, et al.
Published: (2025)
Taxonomy Inference for Tabular Data Using Large Language Models
by: Wu, Zhenyu, et al.
Published: (2025)
by: Wu, Zhenyu, et al.
Published: (2025)
TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations
by: Nobari, Arash Dargahi, et al.
Published: (2024)
by: Nobari, Arash Dargahi, et al.
Published: (2024)
Evaluating SQL Understanding in Large Language Models
by: Rahaman, Ananya, et al.
Published: (2024)
by: Rahaman, Ananya, et al.
Published: (2024)
Large Language Models for JSON Schema Discovery
by: Mior, Michael J.
Published: (2024)
by: Mior, Michael J.
Published: (2024)
A CAP-like Trilemma for Large Language Models: Correctness, Non-bias, and Utility under Semantic Underdetermination
by: Venugopal, Vinu Ellampallil
Published: (2026)
by: Venugopal, Vinu Ellampallil
Published: (2026)
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
Data-Semantics-Aware Recommendation of Diverse Pivot Tables
by: Cho, Whanhee, et al.
Published: (2025)
by: Cho, Whanhee, et al.
Published: (2025)
Benchmarking Large Language Models for Knowledge Graph Validation
by: Shami, Farzad, et al.
Published: (2026)
by: Shami, Farzad, et al.
Published: (2026)
Steering Semantic Data Processing With DocWrangler
by: Shankar, Shreya, et al.
Published: (2025)
by: Shankar, Shreya, et al.
Published: (2025)
Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models
by: Cai, Ting, et al.
Published: (2025)
by: Cai, Ting, et al.
Published: (2025)
Streaming Democratized: Ease Across the Latency Spectrum with Delayed View Semantics and Snowflake Dynamic Tables
by: Sotolongo, Daniel, et al.
Published: (2025)
by: Sotolongo, Daniel, et al.
Published: (2025)
Magneto: Combining Small and Large Language Models for Schema Matching
by: Liu, Yurong, et al.
Published: (2024)
by: Liu, Yurong, et al.
Published: (2024)
Conceptual Schema Inference for Tabular Datasets using Large Language Models
by: Wu, Zhenyu, et al.
Published: (2025)
by: Wu, Zhenyu, et al.
Published: (2025)
TabTracer: Monte Carlo Tree Search for Complex Table Reasoning with Large Language Models
by: Luo, Zhizhao, et al.
Published: (2026)
by: Luo, Zhizhao, et al.
Published: (2026)
GenRewrite: Query Rewriting via Large Language Models
by: Liu, Jie, et al.
Published: (2024)
by: Liu, Jie, et al.
Published: (2024)
Process Modeling With Large Language Models
by: Kourani, Humam, et al.
Published: (2024)
by: Kourani, Humam, et al.
Published: (2024)
A Query Optimization Method Utilizing Large Language Models
by: Yao, Zhiming, et al.
Published: (2025)
by: Yao, Zhiming, et al.
Published: (2025)
Can Large Language Models Be Query Optimizer for Relational Databases?
by: Tan, Jie, et al.
Published: (2025)
by: Tan, Jie, et al.
Published: (2025)
Structure Guided Large Language Model for SQL Generation
by: Zhang, Qinggang, et al.
Published: (2024)
by: Zhang, Qinggang, et al.
Published: (2024)
Large Language Model Enhanced Text-to-SQL Generation: A Survey
by: Zhu, Xiaohu, et al.
Published: (2024)
by: Zhu, Xiaohu, et al.
Published: (2024)
Similar Items
-
Data Cleaning Using Large Language Models
by: Zhang, Shuo, et al.
Published: (2024) -
Disambiguate Entity Matching using Large Language Models through Relation Discovery
by: Huang, Zezhou
Published: (2024) -
A Decade of Systems for Human Data Interaction
by: Wu, Eugene, et al.
Published: (2025) -
Towards Accurate and Efficient Document Analytics with Large Language Models
by: Lin, Yiming, et al.
Published: (2024) -
A Simple and Fast Way to Handle Semantic Errors in Transactions
by: Zeng, Jinghan, et al.
Published: (2024)