Publications

Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun (2022). Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction. ECML-PKDD.

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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.

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Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun (2022). Rethinking the Openness of CLIP. Arxiv.

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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.

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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.

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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.

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Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou (2021). Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. EMNLP 2021.

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Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun (2021). Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. TASLP.

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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.

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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.

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