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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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06/15/2023
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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04/07/2023
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions
Orchestrating a high-quality data preparation program is essential for s...
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11/26/2022
Contextual Expressive Text-to-Speech
The goal of expressive Text-to-speech (TTS) is to synthesize natural spe...
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12/04/2020
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation
Can AI help automate human-easy but computer-hard data preparation tasks...
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08/28/2020
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration
The proliferation of big data has brought an urgent demand for privacy-p...
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06/13/2018
Crowd-Powered Data Mining
Many data mining tasks cannot be completely addressed by automated proce...
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02/14/2018
