WitrynaDespite achieving good performance on some public benchmarks, existing text-to-SQL models typically rely on the lexical matching between words in natural language (NL) questions and tokens in table schemas, which may render the models vulnerable to attacks that break the schema linking mechanism. Witryna16 mar 2024 · Text-to-SQL is a task that converts natural language questions into SQL queries. Recent text-to-SQL models employ two decoding methods: sketch-based and generation-based, but each has its own shortcomings. The sketch-based method has limitations in performance as it does not reflect the relevance between SQL elements, …
jkkummerfeld/text2sql-data - Github
Witryna16 mar 2024 · Improving Text-to-SQL with a Hybrid Decoding Method Entropy (Basel) doi: 10.3390/e25030513. Authors Geunyeong Jeong 1 , Mirae Han 1 , Seulgi Kim 2 , … Witryna14 kwi 2024 · Biofeedback training is a method commonly used in various fields of life, for example, in medicine, sports training or business. In recent studies, it has been shown that biofeedback, and neurofeedback, can affect the performance of professional athletes. Training based on the neurofeedback method includes exercising the brain … fish often grilled on menus
Improving Text-to-SQL with a Hybrid Decoding Method - PubMed
WitrynaImproving Text-to-SQL Evaluation Methodology. To be informative, an evaluation must measure how well systems generalize to realistic unseen data. We identify limitations … Witryna3 mar 2024 · This paper presents a simple yet effective data augmentation framework. First, given a database, we automatically produce a large amount of SQL queries based on an abstract syntax tree grammar. We require the … WitrynaThis paper presents a practical usability investigation of recurrent neural networks (RNNs) to determine the best-suited machine learning method for estimating electric vehicle (EV) batteries’ state of charge. Using models from multiple published sources and cross-validation testing with several driving scenarios to determine the state of charge … fish often grilled for tacos informally