Alert button
Picture for Zhiyuan Liu

Zhiyuan Liu

Alert button

SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining

Jun 01, 2021
Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Figure 1 for SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining
Figure 2 for SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining
Figure 3 for SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining
Figure 4 for SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining
Viaarxiv icon

Few-NERD: A Few-Shot Named Entity Recognition Dataset

May 31, 2021
Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu

Figure 1 for Few-NERD: A Few-Shot Named Entity Recognition Dataset
Figure 2 for Few-NERD: A Few-Shot Named Entity Recognition Dataset
Figure 3 for Few-NERD: A Few-Shot Named Entity Recognition Dataset
Figure 4 for Few-NERD: A Few-Shot Named Entity Recognition Dataset
Viaarxiv icon

Fully Hyperbolic Neural Networks

May 31, 2021
Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Figure 1 for Fully Hyperbolic Neural Networks
Figure 2 for Fully Hyperbolic Neural Networks
Figure 3 for Fully Hyperbolic Neural Networks
Figure 4 for Fully Hyperbolic Neural Networks
Viaarxiv icon

PTR: Prompt Tuning with Rules for Text Classification

May 31, 2021
Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun

Figure 1 for PTR: Prompt Tuning with Rules for Text Classification
Figure 2 for PTR: Prompt Tuning with Rules for Text Classification
Figure 3 for PTR: Prompt Tuning with Rules for Text Classification
Figure 4 for PTR: Prompt Tuning with Rules for Text Classification
Viaarxiv icon

CLEVE: Contrastive Pre-training for Event Extraction

May 30, 2021
Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou

Figure 1 for CLEVE: Contrastive Pre-training for Event Extraction
Figure 2 for CLEVE: Contrastive Pre-training for Event Extraction
Figure 3 for CLEVE: Contrastive Pre-training for Event Extraction
Figure 4 for CLEVE: Contrastive Pre-training for Event Extraction
Viaarxiv icon

Knowledge Inheritance for Pre-trained Language Models

May 28, 2021
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Figure 1 for Knowledge Inheritance for Pre-trained Language Models
Figure 2 for Knowledge Inheritance for Pre-trained Language Models
Figure 3 for Knowledge Inheritance for Pre-trained Language Models
Figure 4 for Knowledge Inheritance for Pre-trained Language Models
Viaarxiv icon

Automatic Construction of Sememe Knowledge Bases via Dictionaries

May 26, 2021
Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun

Figure 1 for Automatic Construction of Sememe Knowledge Bases via Dictionaries
Figure 2 for Automatic Construction of Sememe Knowledge Bases via Dictionaries
Figure 3 for Automatic Construction of Sememe Knowledge Bases via Dictionaries
Figure 4 for Automatic Construction of Sememe Knowledge Bases via Dictionaries
Viaarxiv icon

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger

May 26, 2021
Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun

Figure 1 for Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
Figure 2 for Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
Figure 3 for Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
Figure 4 for Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
Viaarxiv icon

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction

May 20, 2021
Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Figure 1 for Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
Figure 2 for Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
Figure 3 for Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
Figure 4 for Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
Viaarxiv icon