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Lei Shu (舒蕾)
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BERT post-training for review reading comprehension and aspect-based sentiment analysis
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1904.02232, 2019
7422019
Double embeddings and CNN-based sequence labeling for aspect extraction
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1805.04601, 2018
4222018
DOC: Deep Open Classification of Text Documents
L Shu, H Xu, B Liu
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
3652017
Multi-task pre-training for plug-and-play task-oriented dialogue system
Y Su, L Shu, E Mansimov, A Gupta, D Cai, YA Lai, Y Zhang
arXiv preprint arXiv:2109.14739, 2021
1442021
Lifelong learning CRF for supervised aspect extraction
L Shu, H Xu, B Liu
arXiv preprint arXiv:1705.00251, 2017
1422017
Open-world learning and application to product classification
H Xu, B Liu, L Shu, P Yu
The World Wide Web Conference, 3413-3419, 2019
1282019
Unseen class discovery in open-world classification
L Shu, H Xu, B Liu
arXiv preprint arXiv:1801.05609, 2018
982018
Zero-shot out-of-distribution detection based on the pre-trained model clip
S Esmaeilpour, B Liu, E Robertson, L Shu
Proceedings of the AAAI conference on artificial intelligence 36 (6), 6568-6576, 2022
84*2022
Achieving forgetting prevention and knowledge transfer in continual learning
Z Ke, B Liu, N Ma, H Xu, L Shu
Advances in Neural Information Processing Systems 34, 22443-22456, 2021
752021
Lifelong domain word embedding via meta-learning
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1805.09991, 2018
562018
Tacl: Improving BERT pre-training with token-aware contrastive learning
Y Su, F Liu, Z Meng, T Lan, L Shu, E Shareghi, N Collier
arXiv preprint arXiv:2111.04198, 2021
462021
Dombert: Domain-oriented language model for aspect-based sentiment analysis
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:2004.13816, 2020
462020
CLASSIC: Continual and contrastive learning of aspect sentiment classification tasks
Z Ke, B Liu, H Xu, L Shu
arXiv preprint arXiv:2112.02714, 2021
442021
Understanding pre-trained bert for aspect-based sentiment analysis
H Xu, L Shu, PS Yu, B Liu
arXiv preprint arXiv:2011.00169, 2020
362020
Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets
L Shu, B Liu, H Xu, A Kim
Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016
36*2016
Flexibly-structured model for task-oriented dialogues
L Shu, P Molino, M Namazifar, H Xu, B Liu, H Zheng, G Tur
arXiv preprint arXiv:1908.02402, 2019
29*2019
Continual learning with knowledge transfer for sentiment classification
Z Ke, B Liu, H Wang, L Shu
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
282021
Odist: Open world classification via distributionally shifted instances
L Shu, Y Benajiba, S Mansour, Y Zhang
Findings of the Association for Computational Linguistics: EMNLP 2021, 3751-3756, 2021
202021
High-speed and accurate laser scan matching using classified features
L Shu, H Xu, M Huang
Robotic and Sensors Environments (ROSE), 2013 IEEE International Symposium on, 2013
172013
Review conversational reading comprehension
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1902.00821, 2019
152019
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Artikelen 1–20