Yi Tay
Yi Tay
Research Scientist, Google AI
Geverifieerd e-mailadres voor google.com - Homepage
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Deep learning based recommender system: A survey and new perspectives
S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
10802017
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
Y Tay, LA Tuan, SC Hui
Proceedings of WWW 2018, 2018
1592018
Multi-Pointer Co-Attention Networks for Recommendation
Y Tay, LA Tuan, SC Hui
KDD 2018, 2018
1332018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Y Tay, LA Tuan, SC Hui
EMNLP 2018, 2018
1132018
Quaternion Knowledge Graph Embedding
S Zhang*, Y Tay*, L Yao, Q Liu
NeurIPS 2019, 2019
1072019
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering
Y Tay, LA Tuan, SC Hui
WSDM 2018, 583-591, 2018
96*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
932018
Next item recommendation with self-attention
S Zhang, Y Tay, L Yao, A Sun
arXiv preprint arXiv:1808.06414, 2018
89*2018
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture
Y Tay, MC Phan, LA Tuan, SC Hui
SIGIR 2017, 2017
892017
Efficient transformers: A survey
Y Tay, M Dehghani, D Bahri, D Metzler
arXiv preprint arXiv:2009.06732, 2020
672020
Dive into Deep Learning: Recommender Systems
S Zhang, A Zhang, Y Tay
59*2019
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
592017
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
592016
Reasoning with Sarcasm by Reading In-between
Y Tay, LA Tuan, SC Hui, J Su
ACL 2018, 2018
552018
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
512018
Synthesizer: Rethinking self-attention in transformer models
Y Tay, D Bahri, D Metzler, DC Juan, Z Zhao, C Zheng
ICML 2021, 2020
432020
Multi-cast attention networks
Y Tay, LA Tuan, SC Hui
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
412018
Densely Connected Attention Propagation for Reading Comprehension
Y Tay, LA Tuan, SC Hui, J Su
Advances in Neural Information Processing Systems, 2018, 2018
382018
Multi-granular sequence encoding via dilated compositional units for reading comprehension
Y Tay, AT Luu, SC Hui
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
37*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
36*2020
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Artikelen 1–20