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Yi Tay
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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
24312017
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
10092022
Efficient transformers: A survey
Y Tay, M Dehghani, D Bahri, D Metzler
ACM Computing Surveys 55 (6), 1-28, 2022
6612022
Quaternion Knowledge Graph Embedding
S Zhang*, Y Tay*, L Yao, Q Liu
NeurIPS 2019, 2019
3722019
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
333*2022
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
2882020
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
Y Tay, LA Tuan, SC Hui
Proceedings of WWW 2018, 2018
2832018
Multi-Pointer Co-Attention Networks for Recommendation
Y Tay, LA Tuan, SC Hui
KDD 2018, 2018
2752018
Synthesizer: Rethinking self-attention in transformer models
Y Tay, D Bahri, D Metzler, DC Juan, Z Zhao, C Zheng
ICML 2021, 2020
2412020
Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ...
arXiv preprint arXiv:2210.11416, 2022
2352022
Dive into Deep Learning: Recommender Systems
S Zhang, A Zhang, Y Tay
200*2019
Sparse Sinkhorn Attention
Y Tay, D Bahri, L Yang, D Metzler, DC Juan
ICML 2020, 2020
1952020
Next item recommendation with self-attention
S Zhang, Y Tay, L Yao, A Sun
arXiv preprint arXiv:1808.06414, 2018
187*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
1632018
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering
Y Tay, LA Tuan, SC Hui
WSDM 2018, 583-591, 2018
156*2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Y Tay, LA Tuan, SC Hui
EMNLP 2018, 2018
1472018
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture
Y Tay, MC Phan, LA Tuan, SC Hui
SIGIR 2017, 2017
1272017
Reasoning with Sarcasm by Reading In-between
Y Tay, LA Tuan, SC Hui, J Su
ACL 2018, 2018
1242018
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
1092018
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
98*2020
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Articles 1–20