Lei Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Sense Disambiguation

Text Classification

Top Venues

Publications

Sishuo Chen, Lei Li, Shuhuai Ren, Rundong Gao, Yuanxin Liu, Xiaohan Bi, Xu Sun, Lu Hou
Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality. CoRR (2024)
Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong
ImgTrojan: Jailbreaking Vision-Language Models with ONE Image. CoRR (2024)
Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu
Red Teaming Visual Language Models. ACL (Findings) (2024)
Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. ACL (Findings) (2023)
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui
A Survey for In-context Learning. CoRR (2023)
Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) (2022)
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. AAAI (2022)
Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. IJCAI (2022)
Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. CoRR (2022)
Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li
Calibrating Factual Knowledge in Pretrained Language Models. CoRR (2022)
Jingjing Xu, Qingxiu Dong, Hongyi Liu, Lei Li
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models. CoRR (2022)
Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
Rethinking the Openness of CLIP. CoRR (2022)
Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. ECML/PKDD (6) (2022)
Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
Dynamic Knowledge Distillation for Pre-trained Language Models. EMNLP (1) (2021)
Hua Zheng, Damai Dai, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang, Yang Liu
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation. NAACL-HLT (2021)
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun
Well-classified Examples are Underestimated in Classification with Deep Neural Networks. CoRR (2021)
Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
Dynamic Knowledge Distillation for Pre-trained Language Models. CoRR (2021)
Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. CoRR (2021)
Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. EMNLP (Findings) (2021)
Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. EMNLP (Findings) (2021)
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. NAACL-HLT (2021)
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. CoRR (2021)
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. CoRR (2021)
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. EMNLP (1) (2021)
Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. CoRR (2021)
Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
Accelerating Pre-trained Language Models via Calibrated Cascade. CoRR (2020)
Deli Chen, Yanyai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
Distance-wise Graph Contrastive Learning. CoRR (2020)
Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. ACL (1) (2019)
Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang, Xu Sun
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. ACL (1) (2019)
Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun
Pun-GAN: Generative Adversarial Network for Pun Generation. EMNLP/IJCNLP (1) (2019)
Wenhuan Zeng, Abulikemu Abuduweili, Lei Li, Pengcheng Yang
Automatic Generation of Personalized Comment Based on User Profile. ACL (2) (2019)
Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun
Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. IJCAI (2019)
Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun
Pun-GAN: Generative Adversarial Network for Pun Generation. CoRR (2019)