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05/25/2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
The cross-domain text-to-SQL task aims to build a system that can parse ...
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01/12/2023
On the Structural Generalization in Text-to-SQL
Exploring the generalization of a text-to-SQL parser is essential for a ...
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05/13/2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages
Recently, the structural reading comprehension (SRC) task on web pages h...
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12/09/2021
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF
Data sparsity problem is a key challenge of Natural Language Understandi...
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06/04/2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL
Recently, Text-to-SQL for multi-turn dialogue has attracted great intere...
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06/02/2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
This work aims to tackle the challenging heterogeneous graph encoding pr...
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04/10/2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
Given a database schema, Text-to-SQL aims to translate a natural languag...
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09/21/2020
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding
Few-shot slot tagging becomes appealing for rapid domain transfer and ad...
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05/27/2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
One daunting problem for semantic parsing is the scarcity of annotation....
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05/24/2020
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding
Spoken Language Understanding (SLU) converts hypotheses from automatic s...
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04/26/2020
Dual Learning for Semi-Supervised Natural Language Understanding
Natural language understanding (NLU) converts sentences into structured ...
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07/10/2019