Yi Tay

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Recommender Systems and Techniques

Most-Cited Works

• → PaLM: Scaling Language Modeling with Pathways(2022)2,124 cited
• → Deep Learning Based Recommender System(2019)1,327 cited
• → Scaling Instruction-Finetuned Language Models(2022)1,181 cited
• → Emergent Abilities of Large Language Models(2022)1,022 cited
• → Efficient Transformers: A Survey(2022)900 cited
• → Quaternion Knowledge Graph Embeddings(2019)206 cited
• → Synthesizer: Rethinking Self-Attention in Transformer Models(2020)198 cited
• → Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them(2023)197 cited
• → Long Range Arena: A Benchmark for Efficient Transformers(2020)195 cited