| Deep learning based recommender system: A survey and new perspectives S Zhang, L Yao, A Sun, Y Tay ACM Computing Surveys, 2017 | 2292 | 2017 |
| Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... arXiv preprint arXiv:2204.02311, 2022 | 586 | 2022 |
| Efficient transformers: A survey Y Tay, M Dehghani, D Bahri, D Metzler ACM Computing Surveys 55 (6), 1-28, 2022 | 574 | 2022 |
| Quaternion Knowledge Graph Embedding S Zhang*, Y Tay*, L Yao, Q Liu NeurIPS 2019, 2019 | 341 | 2019 |
| Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking Y Tay, LA Tuan, SC Hui Proceedings of WWW 2018, 2018 | 274 | 2018 |
| Multi-Pointer Co-Attention Networks for Recommendation Y Tay, LA Tuan, SC Hui KDD 2018, 2018 | 267 | 2018 |
| Long Range Arena: A Benchmark for Efficient Transformers Y Tay*, M Dehghani*, S Abnar, Y Shen, D Bahri, P Pham, J Rao, L Yang, ... ICLR 2021, 2020 | 256 | 2020 |
| Synthesizer: Rethinking self-attention in transformer models Y Tay, D Bahri, D Metzler, DC Juan, Z Zhao, C Zheng ICML 2021, 2020 | 225 | 2020 |
| Dive into Deep Learning: Recommender Systems S Zhang, A Zhang, Y Tay | 186* | 2019 |
| Sparse Sinkhorn Attention Y Tay, D Bahri, L Yang, D Metzler, DC Juan ICML 2020, 2020 | 179 | 2020 |
| Next item recommendation with self-attention S Zhang, Y Tay, L Yao, A Sun arXiv preprint arXiv:1808.06414, 2018 | 176* | 2018 |
| Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis Y Tay, AT Luu, SC Hui Proceedings of AAAI 2018, 2018 | 160 | 2018 |
| Emergent abilities of large language models J Wei, Y Tay, R Bommasani, C Raffel, B Zoph, S Borgeaud, D Yogatama, ... Transactions of Machine Learning Research (TMLR), 2022 | 156* | 2022 |
| Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering Y Tay, LA Tuan, SC Hui WSDM 2018, 583-591, 2018 | 149* | 2018 |
| Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Y Tay, LA Tuan, SC Hui EMNLP 2018, 2018 | 147 | 2018 |
| Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture Y Tay, MC Phan, LA Tuan, SC Hui SIGIR 2017, 2017 | 123 | 2017 |
| Reasoning with Sarcasm by Reading In-between Y Tay, LA Tuan, SC Hui, J Su ACL 2018, 2018 | 115 | 2018 |
| SKIPFLOW: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring Y Tay, MC Phan, LA Tuan, SC Hui Proceedings of AAAI 2018, 2018 | 102 | 2018 |
| HyperML: a boosting metric learning approach in hyperbolic space for recommender systems L Vinh Tran, Y Tay, S Zhang, G Cong, X Li WSDM 2020 (Best Paper Award Runner-Up), 609-617, 2020 | 93* | 2020 |
| Dyadic Memory Networks for Aspect-based Sentiment Analysis Y Tay, LA Tuan, SC Hui Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 92 | 2017 |
Donald MetzlerGoogleVerified email at google.com
