Cuiping Li
Cuiping Li has 2 papers in our library, in 2023–2024, most of them on Code & programming languages, Semantic parsing & meaning representation, Language models & pretraining; often with Haoyang Li, Hong Chen, Jing Zhang.
OpenAlex · ORCID · Wikidata · h-index 28 · 211 works · 3,535 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 234 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4407
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Networks and Communications · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 2 worksSemantic parsing & meaning representation · 2 worksLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Semantic parsing · 1 work
Works by year
2020s
Papers
- RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL (2023 · 277 citations)
Seq2seq pre-trained models such as T5 and BART are a strong approach to Text-to-SQL. However, a single decoder must handle two jobs at once: picking the correct tables and columns (schema linking) and producing the SQL keyword structure (skeleton parsing). Queries with many schema items or complex operators make this… - CodeS: Towards Building Open-source Language Models for Text-to-SQL (2024 · 190 citations)
Most leading text-to-SQL systems rely on closed LLMs such as GPT-4 and ChatGPT. That brings opaque architectures, privacy concerns from sending data to API providers, and high inference costs. The authors address this with CodeS, a family of fully open-source models with 1B to 15B parameters. CodeS was made by…
All works
- RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLProceedings of the AAAI Conference on Artificial IntelligenceHaoyang Li, Jing Zhang, Cuiping Li, et al.2023 · 277 citations
- Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJing Zhang et al.2022 · 192 citations
- CodeS: Towards Building Open-source Language Models for Text-to-SQLarXiv:2402.16347Haoyang Li, Jing Zhang, Hanbing Liu, et al.2024 · 190 citations
- Decoupling Representation Learning and Classification for GNN-based Anomaly Detection ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetYanling Wang et al.2021 · 122 citations
Co-authors here
Venues
- Proceedings of the AAAI Conference on Artificial Intelligence: Proceedings of the AAAI Conference on Artificial Intelligence 2023
- International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
- Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Cited by
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