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Lei Shu (舒蕾)
Title
Cited by
Cited by
Year
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
8102019
Double embeddings and CNN-based sequence labeling for aspect extraction
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1805.04601, 2018
4432018
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
3872017
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
1592021
Lifelong learning CRF for supervised aspect extraction
L Shu, H Xu, B Liu
arXiv preprint arXiv:1705.00251, 2017
1462017
Open-world learning and application to product classification
H Xu, B Liu, L Shu, P Yu
The World Wide Web Conference, 3413-3419, 2019
1332019
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
107*2022
Unseen class discovery in open-world classification
L Shu, H Xu, B Liu
arXiv preprint arXiv:1801.05609, 2018
1052018
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
1002021
Lifelong domain word embedding via meta-learning
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:1805.09991, 2018
572018
CLASSIC: Continual and contrastive learning of aspect sentiment classification tasks
Z Ke, B Liu, H Xu, L Shu
arXiv preprint arXiv:2112.02714, 2021
522021
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
502021
Dombert: Domain-oriented language model for aspect-based sentiment analysis
H Xu, B Liu, L Shu, PS Yu
arXiv preprint arXiv:2004.13816, 2020
492020
Understanding pre-trained bert for aspect-based sentiment analysis
H Xu, L Shu, PS Yu, B Liu
arXiv preprint arXiv:2011.00169, 2020
432020
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
37*2016
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
312021
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 training of language models for few-shot learning
Z Ke, H Lin, Y Shao, H Xu, L Shu, B Liu
arXiv preprint arXiv:2210.05549, 2022
252022
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
212021
Zero-shot aspect-based sentiment analysis
L Shu, H Xu, B Liu, J Chen
arXiv preprint arXiv:2202.01924, 2022
172022
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