Yan Gao

Affiliations:
  • Microsoft Research Asia, Beijing, China


According to our database1, Yan Gao authored at least 26 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.
CoRR, 2024

E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing.
Int. J. Mach. Learn. Cybern., December, 2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering.
CoRR, 2023

Uncovering and Quantifying Social Biases in Code Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

TACR: A Table Alignment-based Cell Selection Method for HybridQA.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Uncovering and Categorizing Social Biases in Text-to-SQL.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
How to manage a task-oriented virtual assistant software project: an experience report.
Frontiers Inf. Technol. Electron. Eng., 2022

Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL.
CoRR, 2022

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL.
CoRR, 2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reasoning Like Program Executors.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Translating Headers of Tabular Data: A Pilot Study of Schema Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Compositional Generalization by Learning Analytical Expressions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
A Hybrid Semantic Parsing Approach for Tabular Data Analysis.
CoRR, 2019

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019


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