Shen, Yikang

Long Range Arena: A Benchmark for Efficient Transformers

Tay, Y., Dehghani, M., Abnar, S., Shen, Y., Bahri, D., Pham, P., Rao, J., Yang, L., Ruder, S., & Metzler, D. (2020) · arXiv

Topic ModelingAdvanced Neural Network Applications

Cited by 241

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision

Sun, Z., Shen, Y., Zhou, Q., Zhang, H., Chen, Z., Cox, D., Yang, Y., & Gan, C. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 81

Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning

Chen, Z., Zhou, Q., Shen, Y., Hong, Y., Sun, Z., Gutfreund, D., & Gan, C. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Multimodal Machine Learning ApplicationsLogic, Reasoning, and Knowledge

Cited by 48

StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling

Shen, Y., Tay, Y., Zheng, C., Bahri, D., Metzler, D., & Courville, A. (2021) · 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)

Natural Language Processing TechniquesTopic Modeling

Cited by 29

Transformer-Patcher: One Mistake worth One Neuron

Huang, Z., Shen, Y., Zhang, X., Zhou, J., Rong, W., & Xiong, Z. (2023) · arXiv

Topic ModelingAdversarial Robustness in Machine Learning

Cited by 14

Parallelizing Linear Transformers with the Delta Rule over Sequence Length

Yang, S., Wang, B., Zhang, Y., Shen, Y., & Kim, Y. (2024) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 12

Gated Linear Attention Transformers with Hardware-Efficient Training

Yang, S., Wang, B., Shen, Y., Panda, R., & Kim, Y. (2023) · arXiv

Topic ModelingAdvanced Neural Network Applications

Cited by 10

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

Sun, Z., Yu, L., Shen, Y., Liu, W., Yang, Y., Welleck, S., & Gan, C. (2024) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 3

The Consensus Game: Language Model Generation via Equilibrium Search

Jacob, A. P., Shen, Y., Farina, G., & Andreas, J. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0