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Yi Tay
Yi Tay
Research Scientist, Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Deep learning based recommender system: A survey and new perspectives
S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
28112017
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
22252023
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
10172022
Efficient Transformers: A Survey
Y Tay, M Dehghani, D Bahri, D Metzler
ACM Computing Surveys, 2022, 2022
886*2022
Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ...
arXiv preprint arXiv:2210.11416, 2022
8112022
Quaternion Knowledge Graph Embedding
S Zhang*, Y Tay*, L Yao, Q Liu
NeurIPS 2019, 2019
4512019
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
3902020
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
3152023
Multi-Pointer Co-Attention Networks for Recommendation
Y Tay, LA Tuan, SC Hui
KDD 2018, 2018
3142018
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
Y Tay, LA Tuan, SC Hui
Proceedings of WWW 2018, 2018
3112018
Synthesizer: Rethinking self-attention in transformer models
Y Tay, D Bahri, D Metzler, DC Juan, Z Zhao, C Zheng
ICML 2021, 2020
2942020
Sparse Sinkhorn Attention
Y Tay, D Bahri, L Yang, D Metzler, DC Juan
ICML 2020, 2020
2532020
Dive into Deep Learning: Recommender Systems
S Zhang, A Zhang, Y Tay
229*2019
Next item recommendation with self-attention
S Zhang, Y Tay, L Yao, A Sun
arXiv preprint arXiv:1808.06414, 2018
229*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
1852018
UL2: Unifying Language Learning Paradigms
Y Tay, M Dehghani, VQ Tran, X Garcia, J Wei, X Wang, HW Chung, ...
ICLR 2023, 2022
179*2022
The flan collection: Designing data and methods for effective instruction tuning
S Longpre, L Hou, T Vu, A Webson, HW Chung, Y Tay, D Zhou, QV Le, ...
arXiv preprint arXiv:2301.13688, 2023
1722023
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering
Y Tay, LA Tuan, SC Hui
WSDM 2018, 583-591, 2018
168*2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Y Tay, LA Tuan, SC Hui
EMNLP 2018, 2018
1562018
Reasoning with Sarcasm by Reading In-between
Y Tay, LA Tuan, SC Hui, J Su
ACL 2018, 2018
1472018
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Articles 1–20