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Type
Conference paper
Journal article
Preprint
Date
2022
2021
2019
Lei Li
,
Zhiyuan Zhang
,
Ruihan Bao
,
Keiko Harimoto
,
Xu Sun
(2022).
Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction
. ECML-PKDD.
PDF
Code
Lei Li
,
Yankai Lin
,
Xuancheng Ren
,
Guangxiang Zhao
,
Peng Li
,
Jie Zhou
,
Xu Sun
(2022).
Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models
. Arixv.
PDF
Shuhuai Ren
,
Lei Li
,
Xuancheng Ren
,
Guangxiang Zhao
,
Xu Sun
(2022).
Rethinking the Openness of CLIP
. Arxiv.
PDF
Lei Li
,
Yankai Lin
,
Shuhuai Ren
,
Peng Li
,
Jie Zhou
,
Xu Sun
(2021).
Dynamic Knowledge Distillation for Pre-trained Language Models
. Main Conference, EMNLP 2021.
PDF
Code
Lei Li
,
Yankai Lin
,
Deli Chen
,
Shuhuai Ren
,
Peng Li
,
Jie Zhou
,
Xu Sun
(2021).
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade
. Findings of EMNLP 2021.
PDF
Code
Hua Zheng
,
Lei Li
,
Damai Dai
,
Deli Chen
,
Tianyu Liu
,
Xu Sun
,
Yang Liu
(2021).
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation
. Findings of EMNLP 2021.
PDF
Code
Shuhuai Ren
,
Jinchao Zhang
,
Lei Li
,
Xu Sun
,
Jie Zhou
(2021).
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification
. EMNLP 2021.
PDF
Code
Yi Zhang
,
Lei Li
,
Yunfang Wu
,
Qi Su
,
Xu Sun
(2021).
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge
. TASLP.
PDF
DOI
Wenkai Yang
,
Lei Li
,
Zhiyuan Zhang
,
Xuancheng Ren
,
Xu Sun
,
Bin He
(2021).
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
. NAACL-HLT 2021.
PDF
Code
Hua Zheng
,
Damai Dai
,
Lei Li
,
Tianyu Liu
,
Zhifang Sui
,
Baobao Chang
,
Yang Liu
(2021).
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation
. NAACL-HLT 2021.
Pengcheng Yang*
,
Lei Li*
,
Fuli Luo
,
Tianyu Liu
,
Xu Sun
(2019).
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge
. ACL 2019.
PDF
Code
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