Yi Tay
Yi Tay
Research Scientist, Google AI
Verified email at - Homepage
Cited by
Cited by
Deep learning based recommender system: A survey and new perspectives
S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
Efficient transformers: A survey
Y Tay, M Dehghani, D Bahri, D Metzler
ACM Computing Surveys (CSUR), 2020
Quaternion Knowledge Graph Embedding
S Zhang*, Y Tay*, L Yao, Q Liu
NeurIPS 2019, 2019
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
Y Tay, LA Tuan, SC Hui
Proceedings of WWW 2018, 2018
Multi-Pointer Co-Attention Networks for Recommendation
Y Tay, LA Tuan, SC Hui
KDD 2018, 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
Synthesizer: Rethinking self-attention in transformer models
Y Tay, D Bahri, D Metzler, DC Juan, Z Zhao, C Zheng
ICML 2021, 2020
Next item recommendation with self-attention
S Zhang, Y Tay, L Yao, A Sun
arXiv preprint arXiv:1808.06414, 2018
Dive into Deep Learning: Recommender Systems
S Zhang, A Zhang, Y Tay
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Y Tay, LA Tuan, SC Hui
EMNLP 2018, 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
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering
Y Tay, LA Tuan, SC Hui
WSDM 2018, 583-591, 2018
Sparse Sinkhorn Attention
Y Tay, D Bahri, L Yang, D Metzler, DC Juan
ICML 2020, 2020
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture
Y Tay, MC Phan, LA Tuan, SC Hui
SIGIR 2017, 2017
Reasoning with Sarcasm by Reading In-between
Y Tay, LA Tuan, SC Hui, J Su
ACL 2018, 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
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
Learning term embeddings for taxonomic relation identification using dynamic weighting neural network
TL Anh, Y Tay, SC Hui, SK Ng
EMNLP 2016, 403-413, 2016
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
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