Jiaqi Guo
Jiaqi Guo has 2 papers in our library, in 2021, most of them on Language models & pretraining, Question answering, Text generation; often with Jian-Guang Lou, Bei Chen, Dongmei Zhang.
OpenAlex · ORCID · h-index 24 · 56 works · 3,258 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 416 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5086
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workQuestion answering · 1 workText generation · 1 work
Works by year
2020s
Papers
- TAPEX: Table Pre-training via Learning a Neural SQL Executor (2021 · 255 citations)
Pre-training language models on tables is hard because large, clean table corpora are scarce. Web-crawled table–text pairs are noisy, and template-based synthesis is costly and repetitive. TAPEX avoids this problem by training a model to act like a SQL engine. The authors automatically sample executable SQL queries… - HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation (2021 · 108 citations)
Most table reasoning research assumes flat tables. Real statistical and scientific tables, however, often have multi-level headers, unmarked totals and proportions, and implicit links between entities. HiTab is a cross-domain English benchmark built to test question answering (QA) and table-to-text generation (NLG)…
All works
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJiaqi Guo et al.2019 · 557 citations
- TAPEX: Table Pre-training via Learning a Neural SQL ExecutorarXiv:2107.07653Qian Liu, Bei Chen, Jiaqi Guo, et al.2021 · 255 citations
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language GenerationarXiv:2108.06712Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, et al.2021 · 108 citations
- 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) · no summary yetZhoujun Cheng et al.2022 · 61 citations
Co-authors here
- Jian-Guang Lou ×2
- Bei Chen
- Dongmei Zhang
- Haoyu Dong
- Qian Liu
- Ran Jia
- Shi Han
- Weizhu Chen
- Yan Gao
- Zeqi Lin
- Zhiruo Wang
- Zhoujun Cheng
Venues
- Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2
Cited by
Updated
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