Liu, Peter J.

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Raffel, C., Shazeer, N., Roberts, A., Lee, K., Narang, S., Matena, M., Zhou, Y., Li, W., & Liu, P. J. (2019) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 10,929

Get To The Point: Summarization with Pointer-Generator Networks

See, A., Liu, P. J., & Manning, C. D. (2017) · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 3,775

PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

Zhang, J., Zhao, Y., Saleh, M., & Liu, P. J. (2019) · arXiv

Topic ModelingAdvanced Text Analysis Techniques

Cited by 1,206

Assessing The Factual Accuracy of Generated Text

Goodrich, B., Rao, V., Liu, P. J., & Saleh, M. (2019) · Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Topic ModelingNatural Language Processing Techniques

Cited by 162

Calibrating Sequence likelihood Improves Conditional Language Generation

Zhao, Y., Khalman, M., Joshi, R., Narayan, S., Saleh, M., & Liu, P. J. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 42

SLiC-HF: Sequence Likelihood Calibration with Human Feedback

Zhao, Y., Joshi, R., Liu, T., Khalman, M., Saleh, M., & Liu, P. J. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 11

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Singh, A., Co-Reyes, J. D., Agarwal, R., Anand, A., Patil, P., Garcia, X., Liu, P. J., Harrison, J., Lee, J., Xu, K., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 10

Small-scale proxies for large-scale Transformer training instabilities

Wortsman, M., Liu, P. J., Xiao, L., Everett, K., Alemi, A., Adlam, B., Co-Reyes, J. D., Gur, I., Kumar, A., Novak, R., et al. (2023) · arXiv

Stochastic Gradient Optimization TechniquesTopic Modeling

Cited by 5

Self-Evaluation Improves Selective Generation in Large Language Models

Ren, J., Zhao, Y., Vu, T., Liu, P. J., & Lakshminarayanan, B. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 5