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Weizhu Chen
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Lora: Low-rank adaptation of large language models
EJ Hu, Y Shen, P Wallis, Z Allen-Zhu, Y Li, S Wang, L Wang, W Chen
arXiv preprint arXiv:2106.09685, 2021
89992021
Deberta: Decoding-enhanced bert with disentangled attention
P He, X Liu, J Gao, W Chen
arXiv preprint arXiv:2006.03654, 2020
27282020
On the variance of the adaptive learning rate and beyond
L Liu, H Jiang, P He, W Chen, X Liu, J Gao, J Han
arXiv preprint arXiv:1908.03265, 2019
23802019
Multi-task deep neural networks for natural language understanding
X Liu, P He, W Chen, J Gao
arXiv preprint arXiv:1901.11504, 2019
14742019
What Makes Good In-Context Examples for GPT-?
J Liu, D Shen, Y Zhang, B Dolan, L Carin, W Chen
arXiv preprint arXiv:2101.06804, 2021
11892021
Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing
P He, J Gao, W Chen
arXiv preprint arXiv:2111.09543, 2021
9402021
Phi-3 technical report: A highly capable language model locally on your phone
M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ...
arXiv preprint arXiv:2404.14219, 2024
5232024
Smart: Robust and efficient fine-tuning for pre-trained natural language models through principled regularized optimization
H Jiang, P He, W Chen, X Liu, J Gao, T Zhao
arXiv preprint arXiv:1911.03437, 2019
4972019
Check your facts and try again: Improving large language models with external knowledge and automated feedback
B Peng, M Galley, P He, H Cheng, Y Xie, Y Hu, Q Huang, L Liden, Z Yu, ...
arXiv preprint arXiv:2302.12813, 2023
3872023
AdaLoRA: Adaptive budget allocation for parameter-efficient fine-tuning
Q Zhang, M Chen, A Bukharin, N Karampatziakis, P He, Y Cheng, ...
arXiv preprint arXiv:2303.10512, 2023
3832023
Reasonet: Learning to stop reading in machine comprehension
Y Shen, PS Huang, J Gao, W Chen
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
3382017
Agieval: A human-centric benchmark for evaluating foundation models
W Zhong, R Cui, Y Guo, Y Liang, S Lu, Y Wang, A Saied, W Chen, ...
arXiv preprint arXiv:2304.06364, 2023
3082023
Short text conceptualization using a probabilistic knowledgebase
Y Song, H Wang, Z Wang, H Li, W Chen
Proceedings of the twenty-second international joint conference on …, 2011
2932011
Understanding the difficulty of training transformers
L Liu, X Liu, J Gao, W Chen, J Han
arXiv preprint arXiv:2004.08249, 2020
2892020
On the advance of making language models better reasoners
Y Li, Z Lin, S Zhang, Q Fu, B Chen, JG Lou, W Chen
arXiv preprint arXiv:2206.02336, 2022
272*2022
Codet: Code generation with generated tests
B Chen, F Zhang, A Nguyen, D Zan, Z Lin, JG Lou, W Chen
arXiv preprint arXiv:2207.10397, 2022
2672022
Generation-augmented retrieval for open-domain question answering
Y Mao, P He, X Liu, Y Shen, J Gao, J Han, W Chen
arXiv preprint arXiv:2009.08553, 2020
2312020
Diffusion-gan: Training gans with diffusion
Z Wang, H Zheng, P He, W Chen, M Zhou
arXiv preprint arXiv:2206.02262, 2022
2242022
Improving multi-task deep neural networks via knowledge distillation for natural language understanding
X Liu, P He, W Chen, J Gao
arXiv preprint arXiv:1904.09482, 2019
2172019
Tuning large neural networks via zero-shot hyperparameter transfer
G Yang, E Hu, I Babuschkin, S Sidor, X Liu, D Farhi, N Ryder, J Pachocki, ...
Advances in Neural Information Processing Systems 34, 17084-17097, 2021
213*2021
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