---
title: "Yi Tay — all works — Elamur Research"
description: "All 107 works of Yi Tay in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/yi-tay/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-tay/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Yi Tay](https://md.research.elamur.ai/free/en/authors/yi-tay/) / all works

# Yi Tay — all works

107 works · page 1 of 2 · 1–100 · [← Yi Tay](https://md.research.elamur.ai/free/en/authors/yi-tay/)

**1** [2](https://md.research.elamur.ai/free/en/authors/yi-tay/works/page/2/) [next →](https://md.research.elamur.ai/free/en/authors/yi-tay/works/page/2/)

1. **[Scaling Instruction-Finetuned Language Models ↗](https://arxiv.org/abs/2210.11416) arXiv:2210.11416 · no summary yet**Hyung Won Chung et al.*2022 · 3,392 citations*
2. [**Emergent Abilities of Large Language Models arXiv:2206.07682**Jason Wei, Yi Tay, Rishi Bommasani, et al.*2022 · 2,269 citations*](https://md.research.elamur.ai/free/en/papers/wei-2022-emergent-abilities-large-language-models/)
3. **[Deep Learning Based Recommender System ↗](https://doi.org/10.1145/3285029) ACM Computing Surveys · no summary yet**Shuai Zhang et al.*2019 · 1,547 citations*
4. **[Efficient Transformers: A Survey](https://md.research.elamur.ai/free/en/papers/tay-2020-efficient-transformers-survey/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Yi Tay, Mostafa Dehghani, Dara Bahri, et al.*2020 · 1,539 citations*
5. **[Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them](https://md.research.elamur.ai/free/en/papers/suzgun-2023-challenging-big-bench-tasks-whether/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Mirac Suzgun, Nathan Scales, Nathanael Schärli, et al.*2023 · 1,119 citations*
6. [**The Flan Collection: Designing Data and Methods for Effective Instruction Tuning arXiv:2301.13688**Shayne Longpre, Le Hou, Tu Vu, et al.*2023 · 607 citations*](https://md.research.elamur.ai/free/en/papers/longpre-2023-flan-collection-designing-data-methods/)
7. [**Language Models are Multilingual Chain-of-Thought Reasoners arXiv:2210.03057**Freda Shi, Mirac Suzgun, Markus Freitag, et al.*2022 · 494 citations*](https://md.research.elamur.ai/free/en/papers/shi-2022-language-models-multilingual-chain-thought/)
8. [**Long Range Arena: A Benchmark for Efficient Transformers arXiv:2011.04006**Yi Tay, Mostafa Dehghani, Samira Abnar, et al.*2020 · 414 citations*](https://md.research.elamur.ai/free/en/papers/tay-2020-long-range-arena-benchmark-efficient/)
9. [**UL2: Unifying Language Learning Paradigms arXiv:2205.05131**Yi Tay, Mostafa Dehghani, Vinh Q. Tran, et al.*2022 · 347 citations*](https://md.research.elamur.ai/free/en/papers/tay-2022-ul2-unifying-language-learning-paradigms/)
10. **[Quaternion Knowledge Graph Embeddings ↗](https://arxiv.org/abs/1904.10281) arXiv:1904.10281 · no summary yet**Shuai Zhang et al.*2019 · 333 citations*
11. [**Larger language models do in-context learning differently arXiv:2303.03846**Jerry Wei, Jason Wei, Yi Tay, et al.*2023 · 285 citations*](https://md.research.elamur.ai/free/en/papers/wei-2023-larger-language-models-context-learning/)
12. **[Reasoning with Sarcasm by Reading In-Between](https://md.research.elamur.ai/free/en/papers/tay-2018-reasoning-sarcasm-reading-between/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.*2018 · 248 citations*
13. **[Synthesizer: Rethinking Self-Attention in Transformer Models ↗](https://arxiv.org/abs/2005.00743) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2020 · 245 citations*
14. **[A New Generation of Perspective API: Efficient Multilingual Character-level Transformers ↗](https://doi.org/10.1145/3534678.3539147) KDD 2022 · no summary yet**Alyssa Lees et al.*2022 · 238 citations*
15. **[Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v32i1.12049) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 233 citations*
16. **[Transformer Memory as a Differentiable Search Index](https://md.research.elamur.ai/free/en/papers/tay-2022-transformer-memory-differentiable-search-index/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yi Tay, Vinh Q. Tran, Mostafa Dehghani, et al.*2022 · 223 citations*
17. **[Scaling Vision Transformers to 22 Billion Parameters ↗](https://arxiv.org/abs/2302.05442) arXiv:2302.05442 · no summary yet**Mostafa Dehghani et al.*2023 · 217 citations*
18. **[Sparse Sinkhorn Attention ↗](https://arxiv.org/abs/2002.11296) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2020 · 200 citations*
19. **[Confident Adaptive Language Modeling ↗](https://doi.org/10.52202/068431-1269) neural information processing systems · no summary yet**Tal Schuster et al.*2022 · 197 citations*
20. [**Charformer: Fast Character Transformers via Gradient-based Subword Tokenization arXiv:2106.12672**Yi Tay, Vinh Q. Tran, Sebastian Ruder, et al.*2021 · 186 citations*](https://md.research.elamur.ai/free/en/papers/tay-2021-charformer-fast-character-transformers-gradient/)
21. **[Recommender Systems with Generative Retrieval ↗](https://doi.org/10.52202/075280-0452) neural information processing systems · no summary yet**Shashank Rajput et al.*2023 · 182 citations*
22. **[SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring ↗](https://doi.org/10.1609/aaai.v32i1.12045) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yi Tay et al.*2018 · 172 citations*
23. **[Confusionset-guided Pointer Networks for Chinese Spelling Check ↗](https://aclanthology.org/P19-1578/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Dingmin Wang, Yi Tay, Li Zhong*2019 · 137 citations*
24. **[Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ↗](https://aclanthology.org/P19-1486/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yi Tay et al.*2019 · 133 citations*
25. **[Do Transformer Modifications Transfer Across Implementations and Applications? ↗](https://aclanthology.org/2021.emnlp-main.465/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sharan Narang et al.*2021 · 123 citations*
26. **[Recitation-Augmented Language Models ↗](https://arxiv.org/abs/2210.01296) arXiv (Cornell University) · no summary yet**Zhiqing Sun et al.*2022 · 119 citations*
27. **[Rethinking search ↗](https://doi.org/10.1145/3476415.3476428) ACM SIGIR Forum · no summary yet**Donald Metzler et al.*2021 · 119 citations*
28. **[Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference ↗](https://aclanthology.org/D18-1185/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*2018 · 115 citations*
29. **[ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning ↗](https://arxiv.org/abs/2111.10952) arXiv:2111.10952 · no summary yet**Vamsi Aribandi et al.*2021 · 114 citations*
30. **[PaLI-X: On Scaling up a Multilingual Vision and Language Model ↗](https://arxiv.org/abs/2305.18565) arXiv (Cornell University) · no summary yet**Chen, Xi et al.*2023 · 110 citations*
31. **[Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers ↗](https://arxiv.org/abs/2109.10686) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2021 · 104 citations*
32. **[Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints ↗](https://arxiv.org/abs/2212.05055) arXiv:2212.05055 · no summary yet**Aran Komatsuzaki et al.*2022 · 98 citations*
33. **[Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network ↗](https://aclanthology.org/D16-1039/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Anh Tuan Luu et al.*2016 · 94 citations*
34. **[Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?](https://md.research.elamur.ai/free/en/papers/tay-2023-scaling-laws-vs-model-architectures/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yi Tay, Mostafa Dehghani, Samira Abnar, et al.*2023 · 86 citations*
35. **[CoLT5: Faster Long-Range Transformers with Conditional Computation](https://md.research.elamur.ai/free/en/papers/ainslie-2023-colt5-faster-long-range-transformers/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Joshua Ainslie, Tao Lei, Michiel de Jong, et al.*2023 · 84 citations*
36. **[Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling ↗](https://aclanthology.org/D19-1540/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Jinfeng Rao et al.*2019 · 80 citations*
37. **[Interact and Decide ↗](https://doi.org/10.1145/3331184.3331251) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Lucas Vinh Tran et al.*2019 · 79 citations*
38. **[Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ↗](https://aclanthology.org/P19-1145/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yi Tay et al.*2019 · 76 citations*
39. **[Symbol tuning improves in-context learning in language models ↗](https://aclanthology.org/2023.emnlp-main.61/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jerry Wei et al.*2023 · 68 citations*
40. **[Inverse Scaling Can Become U-Shaped ↗](https://aclanthology.org/2023.emnlp-main.963/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jason Wei et al.*2023 · 62 citations*
41. **[HyperPrompt: Prompt-based Task-Conditioning of Transformers ↗](https://arxiv.org/abs/2203.00759) arXiv (Cornell University) · no summary yet**Yun He et al.*2022 · 62 citations*
42. **[Densely Connected Attention Propagation for Reading Comprehension ↗](https://arxiv.org/abs/1811.04210) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2018 · 62 citations*
43. **[Multi-Cast Attention Networks ↗](https://doi.org/10.1145/3219819.3220048) ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 62 citations*
44. **[Are Pretrained Convolutions Better than Pretrained Transformers? ↗](https://aclanthology.org/2021.acl-long.335/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Yi Tay et al.*2021 · 61 citations*
45. **[Sharpness-Aware Minimization Improves Language Model Generalization ↗](https://aclanthology.org/2022.acl-long.508/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Dara Bahri, Hossein Mobahi, Yi Tay*2022 · 60 citations*
46. **[On Scaling Up a Multilingual Vision and Language Model ↗](https://doi.org/10.1109/cvpr52733.2024.01368) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xi Chen et al.*2024 · 59 citations*
47. **[Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains ↗](https://doi.org/10.24963/ijcai.2018/615) International Joint Conference on Artificial Intelligence · no summary yet**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*2018 · 59 citations*
48. **[Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v31i1.10685) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yi Tay, Anh Luu, Siu Cheung Hui*2017 · 59 citations*
49. **[Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters ↗](https://arxiv.org/abs/2102.08597) arXiv (Cornell University) · no summary yet**Aston Zhang et al.*2021 · 57 citations*
50. **[Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder ↗](https://aclanthology.org/2020.findings-emnlp.373/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Alvin Chan et al.*2020 · 57 citations*
51. **[Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees ↗](https://openalex.org/W3129868498) International Conference on Learning Representations · no summary yet**Zhen Qin et al.*2021 · 56 citations*
52. **[Robust Representation Learning of Biomedical Names ↗](https://aclanthology.org/P19-1317/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Minh C. Phan, Aixin Sun, Yi Tay*2019 · 56 citations*
53. **[UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining ↗](https://arxiv.org/abs/2304.09151) arXiv (Cornell University) · no summary yet**Hyung Won Chung et al.*2023 · 54 citations*
54. **[Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All ↗](https://doi.org/10.1109/tkde.2018.2857493) IEEE Transactions on Knowledge and Data Engineering · no summary yet**Minh C. Phan et al.*2018 · 51 citations*
55. **[The Benchmark Lottery ↗](https://arxiv.org/abs/2107.07002) arXiv:2107.07002 · no summary yet**Mostafa Dehghani et al.*2021 · 50 citations*
56. **[The Efficiency Misnomer ↗](https://arxiv.org/abs/2110.12894) arXiv (Cornell University) · no summary yet**Mostafa Dehghani et al.*2021 · 50 citations*
57. **[Next Item Recommendation with Self-Attention ↗](https://arxiv.org/abs/1808.06414) arXiv (Cornell University) · no summary yet**Shuai Zhang et al.*2018 · 50 citations*
58. **[StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ↗](https://aclanthology.org/2021.acl-long.559/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Yikang Shen et al.*2021 · 48 citations*
59. **[Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences ↗](https://aclanthology.org/D18-1479/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*2018 · 47 citations*
60. **[Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs ↗](https://doi.org/10.1145/3132847.3132937) arXiv:1708.04828 · no summary yet**Yi Tay et al.*2017 · 47 citations*
61. **[Cross Temporal Recurrent Networks for Ranking Question Answer Pairs ↗](https://doi.org/10.1609/aaai.v32i1.11973) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 45 citations*
62. **[Synthesizer: Rethinking Self-Attention for Transformer Models ↗](https://openalex.org/W3166398787) International Conference on Machine Learning · no summary yet**Yi Tay et al.*2021 · 44 citations*
63. [**Transcending Scaling Laws with 0.1% Extra Compute arXiv:2210.11399**Yi Tay, Jason Wei, Hyung Won Chung, et al.*2022 · 42 citations*](https://md.research.elamur.ai/free/en/papers/tay-2022-transcending-scaling-laws-0-1/)
64. **[Are Pre-trained Convolutions Better than Pre-trained Transformers? ↗](https://arxiv.org/abs/2105.03322) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2021 · 42 citations*
65. **[SCENIC: A JAX Library for Computer Vision Research and Beyond ↗](https://arxiv.org/abs/2110.11403) arXiv:2110.11403 · no summary yet**Mostafa Dehghani et al.*2021 · 39 citations*
66. **[Multi-range Reasoning for Machine Comprehension ↗](https://arxiv.org/abs/1803.09074) arXiv (Cornell University) · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 39 citations*
67. **[What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients ↗](https://doi.org/10.1109/cvpr42600.2020.00041) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Alvin Chan, Yi Tay, Yew-Soon Ong*2020 · 38 citations*
68. **[DSI++: Updating Transformer Memory with New Documents ↗](https://aclanthology.org/2023.emnlp-main.510/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sanket Vaibhav Mehta et al.*2023 · 35 citations*
69. **[Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation ↗](https://arxiv.org/abs/1804.04327) arXiv (Cornell University) · no summary yet**Lucas Vinh Tran et al.*2018 · 33 citations*
70. **[Improving Compositional Generalization with Self-Training for Data-to-Text Generation ↗](https://aclanthology.org/2022.acl-long.289/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Sanket Vaibhav Mehta et al.*2022 · 32 citations*
71. **[CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation ↗](https://doi.org/10.1609/icwsm.v12i1.15007) Proceedings of the International AAAI Conference on Web and Social Media · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 30 citations*
72. **[Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification ↗](https://aclanthology.org/D18-1381/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yi Tay et al.*2018 · 29 citations*
73. **[Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction ↗](https://arxiv.org/abs/1806.00778) arXiv (Cornell University) · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2018 · 29 citations*
74. **[Reverse Engineering Configurations of Neural Text Generation Models ↗](https://aclanthology.org/2020.acl-main.25/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yi Tay et al.*2020 · 28 citations*
75. **[DeepRec: An Open-source Toolkit for Deep Learning based Recommendation ↗](https://doi.org/10.24963/ijcai.2019/963) International Joint Conference on Artificial Intelligence · no summary yet**Shuai Zhang et al.*2019 · 28 citations*
76. **[How Reliable are Model Diagnostics? ↗](https://aclanthology.org/2021.findings-acl.155/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Vamsi Aribandi, Yi Tay, Donald Metzler*2021 · 27 citations*
77. **[HyperGrid Transformers: Towards A Single Model for Multiple Tasks ↗](https://openalex.org/W3123161422) International Conference on Learning Representations · no summary yet**Yi Tay et al.*2021 · 25 citations*
78. **[Choppy: Cut Transformer for Ranked List Truncation ↗](https://doi.org/10.1145/3397271.3401188) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Dara Bahri et al.*2020 · 24 citations*
79. **[HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems ↗](https://arxiv.org/abs/1809.01703) arXiv (Cornell University) · no summary yet**Lucas Vinh Tran et al.*2018 · 23 citations*
80. **[Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction ↗](https://doi.org/10.1145/3018661.3018695) ACM International Conference on Web Search and Data Mining (WSDM) · no summary yet**Yi Tay et al.*2017 · 23 citations*
81. **[Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ↗](https://aclanthology.org/2020.acl-main.477/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yi Tay et al.*2020 · 22 citations*
82. **[Holistic Multi-Modal Memory Network for Movie Question Answering ↗](https://doi.org/10.1109/tip.2019.2931534) IEEE Transactions on Image Processing · no summary yet**Anran Wang et al.*2019 · 22 citations*
83. **[Interactive Machine Comprehension with Information Seeking Agents ↗](https://aclanthology.org/2020.acl-main.211/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Xingdi Yuan et al.*2020 · 21 citations*
84. **[Quaternion Collaborative Filtering for Recommendation ↗](https://doi.org/10.24963/ijcai.2019/599) International Joint Conference on Artificial Intelligence · no summary yet**Shuai Zhang et al.*2019 · 21 citations*
85. **[Recurrently Controlled Recurrent Networks ↗](https://arxiv.org/abs/1811.09786) arXiv (Cornell University) · no summary yet**Yi Tay, Tuan, Luu Anh, Siu Cheung Hui*2018 · 19 citations*
86. **[Compositional De-Attention Networks ↗](https://openalex.org/W2970288142) neural information processing systems · no summary yet**Yi Tay et al.*2019 · 18 citations*
87. **[Holographic Factorization Machines for Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33015143) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yi Tay et al.*2019 · 18 citations*
88. **[Deep Learning for Recommender Systems ↗](https://doi.org/10.1007/978-1-0716-2197-4_5) Springer eBooks · no summary yet**Shuai Zhang et al.*2021 · 16 citations*
89. **[Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension ↗](https://aclanthology.org/D18-1238/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*2018 · 15 citations*
90. **[ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ↗](https://aclanthology.org/2022.findings-acl.295/) Findings of the Association for Computational Linguistics: ACL 2022 · no summary yet**Kai Hui et al.*2022 · 12 citations*
91. **[SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption ↗](https://arxiv.org/abs/2106.15147) arXiv (Cornell University) · no summary yet**Dara Bahri et al.*2021 · 12 citations*
92. **[On Orthogonality Constraints for Transformers ↗](https://aclanthology.org/2021.acl-short.48/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yet**Aston Zhang et al.*2021 · 11 citations*
93. **[Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study ↗](https://doi.org/10.1145/3437963.3441809) ACM International Conference on Web Search and Data Mining (WSDM) · no summary yet**Dara Bahri et al.*2021 · 10 citations*
94. **[PolyViT: Co-training Vision Transformers on Images, Videos and Audio ↗](https://arxiv.org/abs/2111.12993) arXiv (Cornell University) · no summary yet**Valerii Likhosherstov et al.*2021 · 10 citations*
95. **[HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections ↗](https://arxiv.org/abs/2007.05891) arXiv (Cornell University) · no summary yet**Yi Tay et al.*2020 · 9 citations*
96. **[HyperQA: Hyperbolic Embeddings for Fast and Efficient Ranking of Question Answer Pairs ↗](https://arxiv.org/abs/1707.07847) arXiv (Cornell University) · no summary yet**Yi Tay, Luu Anh Tuan, Siu Cheung Hui*2017 · 9 citations*
97. **[Knowledge Router: Learning Disentangled Representations for Knowledge Graphs ↗](https://aclanthology.org/2021.naacl-main.1/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Shuai Zhang et al.*2021 · 8 citations*
98. **[Jacobian Adversarially Regularized Networks for Robustness ↗](https://arxiv.org/abs/1912.10185) arXiv (Cornell University) · no summary yet**Alvin Chan et al.*2019 · 8 citations*
99. **[Cross-Device User Linking ↗](https://doi.org/10.1145/3077136.3080682) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Minh C. Phan, Aixin Sun, Yi Tay*2017 · 7 citations*
100. **[Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016 ↗](https://arxiv.org/abs/1610.07119) arXiv (Cornell University) · no summary yet**Phan, Minh C., Yi Tay, Tuan-Anh Nguyen Pham*2016 · 7 citations*

**1** [2](https://md.research.elamur.ai/free/en/authors/yi-tay/works/page/2/) [next →](https://md.research.elamur.ai/free/en/authors/yi-tay/works/page/2/)