Yujian Gan
Yujian Gan has 3 papers in our library, in 2021–2024, most of them on Code & programming languages, Semantic parsing & meaning representation, Coreference resolution; often with Matthew Purver, Xinyun Chen, Juntao Yu.
OpenAlex · ORCID · h-index 7 · 25 works · 288 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 126 citations in our library · ⭐ Paper Star rank #4238
Affiliations
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 3 works Computer Science · 3 works Artificial Intelligence · 3 works Language and Linguistics · 3 works Computer Vision and Pattern Recognition · 1 work
🧭 Topics 3 Code & programming languages · 2 works Semantic parsing & meaning representation · 2 works Coreference resolution · 1 work
Works by year
2020s
Papers
- Towards Robustness of Text-to-SQL Models against Synonym Substitution (2021 · 143 citations)
Cross-domain text-to-SQL systems score well on benchmarks such as Spider. Much of that success, however, comes from schema linking, which matches question words literally against table and column names. Gan et al. examine what happens when users refer to schema items or cell values with different but equivalent… - Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization (2021 · 123 citations)
Cross-domain text-to-SQL systems score highly on Spider, but it is unclear whether they truly learn the domain knowledge implicit in their training data. - Assessing the Capabilities of Large Language Models in Coreference: An Evaluation (2024 · 24 citations)
The authors ask how well modern LLMs handle coreference and what this means for coreference research. They tested the GPT series (GPT3.5, GPT4, version 0613, temperature 0), the LLAMA2 family and Bard on two settings. The first was whole-document anaphora resolution on documents from the CRAC 2018 and CODI-CRAC…
Co-authors here
Venues
- Annual Meeting of the Association for Computational…: 2021
- Conference on Empirical Methods in Natural Language…: 2021
- Language Resources and Evaluation Conference (LREC): 2024
Cited by
Updated
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