Ziyu Yao
George Mason University(US)Peking University(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI), Software Engineering Research
Most-Cited Works
- → UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models(2022)217 cited
- → CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning(2019)96 cited
- → StaQC(2018)70 cited
- → Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study(2019)64 cited
- → Reinforced Dynamic Reasoning for Conversational Question Generation(2019)41 cited
- → A Paradigm Shift from “Human Writing” to “Machine Generation” in Personality Test Development: an Application of State-of-the-Art Natural Language Processing(2022)37 cited
- → Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning(2019)32 cited
- → Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance(2023)21 cited
- → An Imitation Game for Learning Semantic Parsers from User Interaction(2020)18 cited
- → CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering(2021)17 cited