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09/05/2023
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data
Existing approaches to automatic data transformation are insufficient to...
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07/06/2023
VerifAI: Verified Generative AI
Generative AI has made significant strides, yet concerns about the accur...
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06/20/2023
Lingua Manga: A Generic Large Language Model Centric System for Data Curation
Data curation is a wide-ranging area which contains many critical but ti...
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06/20/2023
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training
We propose RoTaR, a row-based table representation learning method, to a...
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06/15/2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation
Zero-shot NL2SQL is crucial in achieving natural language to SQL that is...
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06/02/2023
RITA: Group Attention is All You Need for Timeseries Analytics
Timeseries analytics is of great importance in many real-world applicati...
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03/11/2023
Interpretable Outlier Summarization
Outlier detection is critical in real applications to prevent financial ...
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08/12/2022
Online Discovery of Evolving Groups over Massive-Scale Trajectory Streams
The increasing pervasiveness of object tracking technologies leads to hu...
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04/20/2022
Scalable Motif Counting for Large-scale Temporal Graphs
One fundamental problem in temporal graph analysis is to count the occur...
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12/16/2020
Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media
A large number of individuals are suffering from suicidal ideation in th...
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06/30/2020
Hierarchical Graph Matching Network for Graph Similarity Computation
Graph edit distance / similarity is widely used in many tasks, such as g...
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10/26/2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention
Despite detection of suicidal ideation on social media has made great pr...
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01/25/2018