Gan, Yujian

1. Towards Robustness of Text-to-SQL Models against Synonym Substitution
   2021/06/02 by Yujian Gan, Xinyun Chen, Gan, Yujian +11 · 16 citations
   Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques
2. Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization
   2021/09/11 by Yujian Gan, Xinyun Chen, Gan, Yujian +3 · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
   2021/09/11 by Yujian Gan, Xinyun Chen, Gan, Yujian +11 · 8 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
4. ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog
   2024/09/09 by Yujian Gan, Changling Li, Gan, Yujian +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems