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Ruiying Geng

Ruiying Geng has 2 papers in our library, in 2019–2023, most of them on Language models & pretraining, Code & programming languages, Semantic parsing & meaning representation; often with Binhua Li, Bailin Wang, Binyuan Hui.

2 papers in our library · 2019–2023

OpenAlex · h-index 11 · 22 works · 777 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 303 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #2813

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏢Alibaba GroupHangzhou · China2019–2024 · 15 paperscurrent🏢Alibaba DAMO AcademyHangzhou · China2022–2024 · 5 paperscurrent🎓Beijing Institute of TechnologyBeijing · China2017–2019 · 5 papers🏢Alibaba GroupGeorge Town · Cayman Islands2022–2023 · 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 work

🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 1 workLanguage models & pretraining · 1 workSemantic parsing & meaning representation · 1 work

 Works by year

2020s

20231 paperCan LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

2010s

20191 paperInduction Networks for Few-Shot Text Classification

 Papers

The most cited first (OpenAlex and our library).

  1. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs (2023 · 421 citations)
    Text-to-SQL systems built on large language models score highly on established benchmarks such as Spider and WikiSQL.
  2. Induction Networks for Few-Shot Text Classification (2019 · 263 citations)
    Few-shot text classification requires recognizing new classes from only a handful of labeled examples. Metric-based meta-learners usually compare a query against individual support samples or against a simple sum or average of them. This leaves them vulnerable to the varied phrasings found within a single class. Geng…

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsConference on Neural Information Processing Systems (NeurIPS)Jinyang Li, Binyuan Hui, Ge Qu, et al.2023 · 421 citations
  2. Induction Networks for Few-Shot Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Ruiying Geng, Binhua Li, Yongbin Li, et al.2019 · 263 citations
  3. Graph-to-Text Generation with Dynamic Structure PruningProceedings of the 29th International Conference on Computational Linguistics · original ↗ · no summary yetLiang Li et al.2022 · 2 citations

 Co-authors here

9 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 303 times (of the 141,840 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

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