Follow
Yikang Shen
Yikang Shen
MIT-IBM Watson Lab
Verified email at ibm.com
Title
Cited by
Cited by
Year
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
3872020
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
Y Shen, S Tan, A Sordoni, A Courville
ICLR 2019, 2019
3502019
Banditsum: Extractive summarization as a contextual bandit
Y Dong, Y Shen, E Crawford, H van Hoof, JCK Cheung
EMNLP 2018, 2018
2042018
Neural language modeling by jointly learning syntax and lexicon
Y Shen, Z Lin, CW Huang, A Courville
ICLR 2018, 2017
1742017
Straight to the tree: Constituency parsing with neural syntactic distance
Y Shen, Z Lin, AP Jacob, A Sordoni, A Courville, Y Bengio
ACL 2018, 2018
852018
Question/answer matching for CQA system via combining lexical and sequential information
Y Shen, W Rong, Z Sun, Y Ouyang, Z Xiong
AAAI 2015, 2015
702015
Convolutional neural network based sentiment analysis using Adaboost combination
Y Gao, W Rong, Y Shen, Z Xiong
2016 International Joint Conference on Neural Networks (IJCNN), 1333-1338, 2016
592016
Principle-driven self-alignment of language models from scratch with minimal human supervision
Z Sun, Y Shen, Q Zhou, H Zhang, Z Chen, D Cox, Y Yang, C Gan
arXiv preprint arXiv:2305.03047, 2023
582023
Word embedding based correlation model for question/answer matching
Y Shen, W Rong, N Jiang, B Peng, J Tang, Z Xiong
AAAI 2017 31 (1), 2017
542017
Prompting decision transformer for few-shot policy generalization
M Xu, Y Shen, S Zhang, Y Lu, D Zhao, J Tenenbaum, C Gan
international conference on machine learning, 24631-24645, 2022
482022
Structformer: Joint unsupervised induction of dependency and constituency structure from masked language modeling
Y Shen, Y Tay, C Zheng, D Bahri, D Metzler, A Courville
ACL 2021, 2020
362020
Ordered memory
Y Shen, S Tan, A Hosseini, Z Lin, A Sordoni, A Courville
NeurIPS 2019, 2019
232019
Planning with large language models for code generation
S Zhang, Z Chen, Y Shen, M Ding, JB Tenenbaum, C Gan
arXiv preprint arXiv:2303.05510, 2023
202023
Learning Task Decomposition with Ordered Memory Policy Network
Y Lu, Y Shen, S Zhou, A Courville, JB Tenenbaum, C Gan
International Conference on Learning Representations, 2021
192021
Transformer-Patcher: One Mistake worth One Neuron
Z Huang, Y Shen, X Zhang, J Zhou, W Rong, Z Xiong
arXiv preprint arXiv:2301.09785, 2023
152023
Exploiting syntactic structure for better language modeling: A syntactic distance approach
W Du, Z Lin, Y Shen, TJ O'Donnell, Y Bengio, Y Zhang
ACL 2020, 2020
152020
Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners
Z Chen, Y Shen, M Ding, Z Chen, H Zhao, EG Learned-Miller, C Gan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
132023
Aligning large multimodal models with factually augmented rlhf
Z Sun, S Shen, S Cao, H Liu, C Li, Y Shen, C Gan, LY Gui, YX Wang, ...
arXiv preprint arXiv:2309.14525, 2023
122023
See, think, confirm: Interactive prompting between vision and language models for knowledge-based visual reasoning
Z Chen, Q Zhou, Y Shen, Y Hong, H Zhang, C Gan
arXiv preprint arXiv:2301.05226, 2023
102023
Self-organized hierarchical softmax
Y Shen, S Tan, C Pal, A Courville
arXiv preprint arXiv:1707.08588, 2017
82017
The system can't perform the operation now. Try again later.
Articles 1–20