Lifeng Shang
Lifeng Shang
Huawei Noah's Ark Lab
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TinyBERT: Distilling bert for natural language understanding
X Jiao, Y Yin, L Shang*, X Jiang, X Chen, L Li, F Wang, Q Liu
EMNLP-findings (most influential paper of EMNLP-2020), 2020
Neural responding machine for short-text conversation
L Shang, Z Lu, H Li
ACL (top-10 most cited papers of ACL in the past 5 years), 2015
Multimodal convolutional neural networks for matching image and sentence
L Ma, Z Lu, L Shang, H Li
ICCV, 2015
DynaBERT: Dynamic BERT with Adaptive Width and Depth
L Hou, Z Huang, L Shang, X Jiang, Q Liu
NeurIPS, 2020
Paraphrase Generation with Deep Reinforcement Learning
Z Li, X Jiang, L Shang, H Li
EMNLP, 2017
Neural generative question answering
J Yin, X Jiang, Z Lu, L Shang, H Li, X Li
IJCAI, 2015
Neural Machine Translation with Reconstruction
Z Tu, Y Liu, L Shang, X Liu, H Li
AAAI, 2016
BinaryBERT: Pushing the Limit of BERT Quantization
H Bai, W Zhang, L Hou, L Shang, J Jin, X Jiang, Q Liu, M Lyu, I King
ACL, 2021
TernaryBERT: Distillation-aware Ultra-low Bit BERT
W Zhang, L Hou, Y Yin, L Shang, X Chen, X Jiang, Q Liu
EMNLP, 2020
Real-time large scale near-duplicate web video retrieval
L Shang, L Yang, F Wang, KP Chan, XS Hua
ACM-MM (full), 2010
Aligning Large Language Models with Human: A Survey
Y Wang, W Zhong, L Li, F Mi, X Zeng, W Huang, L Shang, X Jiang, Q Liu
arXiv preprint arXiv:2307.12966, 2023
On position embeddings in BERT
B Wang, L Shang, C Lioma, X Jiang, H Yang, Q Liu, JG Simonsen
ICLR, 2021
Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation
C Liu, X Li, G Cai, Z Dong, H Zhu, L Shang
AAAI, 2021
Decomposable Neural Paraphrase Generation
Z Li, X Jiang, L Shang, Q Liu
ACL (Best Long Paper Nomination), 2019
Generate and Rank: A Multi-task Framework for Math Word Problems
J Shen, Y Yin, L Li, L Shang, X Jiang, M Zhang, Q Liu
EMNLP-findings, 2021
Overview of the NTCIR-12 Short Text Conversation Task.
L Shang, T Sakai, Z Lu, H Li, R Higashinaka, Y Miyao
NTCIR, 2016
SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval
Y Bai, X Li, G Wang, C Zhang, L Shang, J Xu, Z Wang, F Wang, Q Liu
arXiv preprint arXiv:2010.00768, 2020
Nonparametric discriminant HMM and application to facial expression recognition
L Shang, KP Chan
CVPR, 2009
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation
W Dai, L Hou, L Shang, X Jiang, Q Liu, P Fung
ACL-findings, 2022
Neural subgraph isomorphism counting
X Liu, H Pan, M He, Y Song, X Jiang, L Shang
KDD, 2020
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