Lei Li

29 papers A* 7B 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Retrieval-augmented Prompt Learning for Pre-trained Foundation Models.
CoRR
Xiang Chen, Yixin Ou, Quan Feng, Lei Li, Piji Li, Haibo Ye, Sheng-Jun Huang, Shuofei Qiao, Shumin Deng, Huajun Chen, Ningyu Zhang
2024 — conf
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.
ACL (3)
Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Runnan Fang, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024 J jnl
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.
CoRR
Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024 — conf
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation.
EMNLP (Findings)
Chuancheng Lv, Lei Li, Shitou Zhang, Gang Chen, Fanchao Qi, Ningyu Zhang, Hai-Tao Zheng
2024 J jnl
Sequence Labeling as Non-Autoregressive Dual-Query Set Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Xiang Chen, Lei Li, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Ningyu Zhang, Huajun Chen
2024 A* conf
Tool-Augmented Reward Modeling.
ICLR
Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
2023 A* conf
Multimodal Analogical Reasoning over Knowledge Graphs.
ICLR
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
2023 A* conf
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract).
AAAI
Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
2023 A* conf
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER.
IJCAI
Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
2023 J jnl
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER.
CoRR
Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
2023 — conf
Revisiting k-NN for Fine-Tuning Pre-trained Language Models.
CCL
Lei Li, Jing Chen, Botzhong Tian, Ningyu Zhang
2023 J jnl
Revisiting k-NN for Fine-tuning Pre-trained Language Models.
CoRR
Lei Li, Jing Chen, Bozhong Tian, Ningyu Zhang
2023 J jnl
Tool-Augmented Reward Modeling.
CoRR
Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
2022 — conf
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
ACL (1)
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
2022 A* conf
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning.
NeurIPS
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022 J jnl
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning.
CoRR
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022 — conf
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.
EMNLP (Demos)
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li
2022 J jnl
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.
CoRR
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen
2022 — conf
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction.
NAACL-HLT (Findings)
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022 J jnl
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction.
CoRR
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022 A* conf
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion.
SIGIR
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
2022 J jnl
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion.
CoRR
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
2022 B conf
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.
COLING
Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
2022 J jnl
Multimodal Analogical Reasoning over Knowledge Graphs.
CoRR
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
2022 J jnl
On Analyzing the Role of Image for Visual-enhanced Relation Extraction.
CoRR
Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
2022 A* conf
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning.
SIGIR
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022 J jnl
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning.
CoRR
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2021 J jnl
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
CoRR
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen
2021 J jnl
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
CoRR
Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang