Exploring the limits of transfer learning with a unified text-to-text transformer C Raffel, N Shazeer, A Roberts, K Lee, S Narang, M Matena, Y Zhou, W Li, ... Journal of Machine Learning Research, 2019 | 8082 | 2019 |
Get To The Point: Summarization with Pointer-Generator Networks A See, PJ Liu, CD Manning ACL 2017, 2017 | 2826 | 2017 |
Scalable and accurate deep learning with electronic health records A Rajkomar, E Oren, K Chen, AM Dai, N Hajaj, M Hardt, PJ Liu, X Liu, ... NPJ digital medicine 1 (1), 18, 2018 | 1631 | 2018 |
Pegasus: Pre-training with extracted gap-sentences for abstractive summarization J Zhang, Y Zhao, M Saleh, PJ Liu ICML 2020, 2019 | 1217 | 2019 |
Generating Wikipedia by Summarizing Long Sequences PJ Liu, M Saleh, E Pot, G Ben, R Sepassi, L Kaiser, N Shazeer ICLR 2018, 2018 | 723 | 2018 |
Likelihood ratios for out-of-distribution detection J Ren, PJ Liu, E Fertig, J Snoek, R Poplin, M Depristo, J Dillon, ... Advances in neural information processing systems 32, 2019 | 516 | 2019 |
Unsupervised Pretraining for Sequence to Sequence Learning P Ramachandran, PJ Liu, QV Le EMNLP 2017, 2016 | 299 | 2016 |
Online and Linear-Time Attention by Enforcing Monotonic Alignments C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck ICML 2017, 2017 | 276 | 2017 |
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs WJ Murdoch, PJ Liu, B Yu ICLR 2018, 2018 | 205 | 2018 |
MeanSum: a neural model for unsupervised multi-document abstractive summarization E Chu, P Liu International Conference on Machine Learning, 1223-1232, 2019 | 171* | 2019 |
Assessing The Factual Accuracy of Generated Text B Goodrich, V Rao, M Saleh, PJ Liu KDD 2019, 2019 | 132 | 2019 |
Exploring the limits of transfer learning with a unified text-to-text transformer (2019) C Raffel, N Shazeer, A Roberts, K Lee, S Narang, M Matena, Y Zhou, W Li, ... arXiv preprint arXiv:1910.10683, 2021 | 80 | 2021 |
System and method for predicting and summarizing medical events from electronic health records A Mossin, A Rajkomar, E Oren, J Wilson, J Wexler, P Sundberg, A Dai, ... US Patent App. 15/690,721, 2019 | 44 | 2019 |
Learning to write notes in electronic health records PJ Liu arXiv preprint arXiv:1808.02622, 2018 | 27 | 2018 |
Seal: Segment-wise extractive-abstractive long-form text summarization Y Zhao, M Saleh, PJ Liu arXiv preprint arXiv:2006.10213, 2020 | 19 | 2020 |
A thesis submitted in conformity with the requirements PJ Liu | 18 | 2007 |
Summae: Zero-shot abstractive text summarization using length-agnostic auto-encoders PJ Liu, YA Chung, J Ren arXiv preprint arXiv:1910.00998, 2019 | 17 | 2019 |
Investigating Efficiently Extending Transformers for Long Input Summarization J Phang, Y Zhao, PJ Liu arXiv preprint arXiv:2208.04347, 2022 | 11 | 2022 |
Text Summarization with Tensorflow PJ Liu, X Pan https://research.googleblog.com/2016/08/text-summarization-with-tensorflow.html, 2016 | 11 | 2016 |
Exploring the limits of transfer learning with a unified text-to-text transformer A Roberts, C Raffel, K Lee, M Matena, N Shazeer, PJ Liu, S Narang, W Li, ... | 10 | 2019 |