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08/21/2023
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning
Numerical reasoning is vital for natural language processing models to u...
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04/27/2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL
The limited scale of annotated data constraints existing context-depende...
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04/19/2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning
Prompt-based learning reformulates downstream tasks as cloze problems by...
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01/03/2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge
In this paper, we study the problem of knowledge-intensive text-to-SQL, ...
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12/27/2022
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
Text-to-SQL semantic parsing is an important NLP task, which greatly fac...
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12/27/2022
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions
Table-and-text hybrid question answering (HybridQA) is a widely used and...
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03/15/2022