Huaixiu Zheng
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech and dialogue systems, Semantic Web and Ontologies, Multimodal Machine Learning Applications
Most-Cited Works
- → LaMDA: Language Models for Dialog Applications(2022)705 cited
- → UL2: Unifying Language Learning Paradigms(2022)97 cited
- → Joint Contextual Modeling for ASR Correction and Language Understanding(2020)43 cited
- → Large Language Models Cannot Self-Correct Reasoning Yet(2023)32 cited
- → HyperPrompt: Prompt-based Task-Conditioning of Transformers(2022)29 cited
- → Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models(2023)22 cited
- → Exploration Based Language Learning for Text-Based Games(2020)10 cited
- → OCC: A Smart Reply System for Efficient In-App Communications(2019)9 cited
- → Self-Discover: Large Language Models Self-Compose Reasoning Structures(2024)9 cited
- → ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning(2021)8 cited