CHORUS: Foundation Models for Unified Data Discovery and Exploration

CHORUS: Foundation Models for Unified Data Discovery and Exploration

16 June 2023

Moe Kayali

Ilias Fountalis

Papers citing "CHORUS: Foundation Models for Unified Data Discovery and Exploration"

17 / 17 papers shown

Title
Taxonomy Inference for Tabular Data Using Large Language Models Zhenyu Wu Jiaoyan Chen Norman W. Paton LMTD 56 0 0 25 Mar 2025
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification Yubo Wang Haoyang Li Fei Teng Lei Chen 91 1 0 17 Feb 2025
Mind the Data Gap: Bridging LLMs to Enterprise Data Integration Moe Kayali Fabian Wenz Nesime Tatbul Çağatay Demiralp 48 2 0 31 Dec 2024
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 55 10 0 31 Dec 2024
RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph Linxi Wei Guorui Xiao Magdalena Balazinska 33 1 0 22 Sep 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes Aamod Khatiwada Harsha Kokel Ibrahim Abdelaziz Subhajit Chaudhury Julian T Dolby Oktie Hassanzadeh Zhenhan Huang Tejaswini Pedapati Horst Samulowitz Kavitha Srinivas LMTD 33 2 0 28 Jun 2024
Automating the Enterprise with Foundation Models Michael Wornow A. Narayan Krista Opsahl-Ong Quinn McIntyre Nigam H. Shah Christopher Ré AI4CE 38 9 0 03 May 2024
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration Meihao Fan Xiaoyue Han Ju Fan Chengliang Chai Nan Tang Guoliang Li Xiaoyong Du 29 5 0 07 Dec 2023
AdaTyper: Adaptive Semantic Column Type Detection Madelon Hulsebos Paul Groth cCaugatay Demiralp LMTD 22 3 0 23 Nov 2023
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models Ben Feuer Yurong Liu Chinmay Hegde Juliana Freire AI4TS VLM 27 9 0 27 Oct 2023
Observatory: Characterizing Embeddings of Relational Tables Tianji Cong Madelon Hulsebos Zhenjie Sun Paul Groth H. V. Jagadish 31 8 0 05 Oct 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 88 257 0 22 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 322 3,021 0 22 Mar 2023
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 181 214 0 20 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 342 12,003 0 04 Mar 2022
Can Deep Neural Networks Predict Data Correlations from Column Names? Immanuel Trummer 17 8 0 09 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 1,996 0 31 Dec 2020