Denny Zhou

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning

Most-Cited Works

• → PaLM: Scaling Language Modeling with Pathways(2022)2,124 cited
• → Scaling Instruction-Finetuned Language Models(2022)1,181 cited
• → Emergent Abilities of Large Language Models(2022)1,022 cited
• → MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices(2020)651 cited
• → DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection(2022)493 cited
• → Least-to-Most Prompting Enables Complex Reasoning in Large Language Models(2022)317 cited
• → Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them(2023)197 cited
• → The Flan Collection: Designing Data and Methods for Effective Instruction Tuning(2023)110 cited
• → Large Language Models Can Be Easily Distracted by Irrelevant Context(2023)103 cited
• → Larger language models do in-context learning differently(2023)99 cited