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09/13/2023
Artificial boundary conditions for random ellitpic systems with correlated coefficient field
We are interested in numerical algorithms for computing the electrical f...
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11/01/2022
Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics
Motivated by the challenge of sampling Gibbs measures with nonconvex pot...
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09/14/2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
This paper aims to improve the performance of text-to-SQL parsing by exp...
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08/29/2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
Text-to-SQL parsing is an essential and challenging task. The goal of te...
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06/28/2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
The importance of building text-to-SQL parsers which can be applied to n...
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03/14/2022
S^2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers
The task of converting a natural language question into an executable SQ...
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11/18/2021
SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing
Recently pre-training models have significantly improved the performance...
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09/03/2021
Optimal artificial boundary conditions based on second-order correctors for three dimensional random elliptic media
We are interested in numerical algorithms for computing the electrical f...
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12/21/2020
Complexity of zigzag sampling algorithm for strongly log-concave distributions
We study the computational complexity of zigzag sampling algorithm for s...
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07/29/2020
On explicit L^2-convergence rate estimate for piecewise deterministic Markov processes
We establish L^2-exponential convergence rate for three popular piecewis...
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03/22/2020