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Text-to-SQL, the task of translating natural language questions into SQL queries, plays a crucial role in enabling non-experts to interact with databases.
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DBPal: A Fully Pluggable NL2SQL Training Pipeline. In Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020 . ACM, 2347–2361
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Semantic Evaluation for Text-to-SQL with Distilled Test Suites. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020 . Association for Computational Linguistics, 396–411
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Grounded Adaptation for Zero-shot Executable Semantic Parsing. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020 . Association for Computational Linguistics, 6869–6882
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SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. In Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual . 7664–7676
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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021 . Association for Computational Linguistics, 2541–2555
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Towards Robustness of Text-to-SQL Models against Synonym Substitution. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021 . Association for Computational Linguistics, 2505–2515
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Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 . Association for Computational Linguistics, 8926–8931
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Learning to Synthesize Data for Semantic Parsing. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021 . Association for Computational Linguistics, 2760–2766
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Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 . Association for Computational Linguistics, 8974–8983
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GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing. In 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021 . OpenReview.net
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Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 . Association for Computational Linguistics, 11548–11562
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GitSchemas: A Dataset for Automating Relational Data Preparation Tasks. In 38th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2022, Kuala Lumpur, Malaysia, May 9, 2022 . IEEE, 74–78
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Large Language Models are Zero-Shot Reasoners. In Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022
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EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. In Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022
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