Fanchao Qi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 60

Top Topics

Recurrent Neural Networks

Sense Disambiguation

Combinatorial Optimization

Top Venues

Publications

Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Fanchao Qi, Yao Fu, Maosong Sun, Junxian He
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. CoRR (2023)
Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou
WebCPM: Interactive Web Search for Chinese Long-form Question Answering. CoRR (2023)
Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. 20 (2) (2023)
Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou
WebCPM: Interactive Web Search for Chinese Long-form Question Answering. ACL (1) (2023)
Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun
Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention. ACL (Findings) (2022)
Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun
QuoteR: A Benchmark of Quote Recommendation for Writing. CoRR (2022)
Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. EMNLP (2022)
Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models. ACL (1) (2022)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. CoRR (2022)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. EMNLP (2022)
Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun
QuoteR: A Benchmark of Quote Recommendation for Writing. ACL (1) (2022)
Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. ACL (Findings) (2022)
Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. CoRR (2022)
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
CPM: A large-scale generative Chinese Pre-trained language model. AI Open 2 (2021)
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR (2021)
Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
Automatic Construction of Sememe Knowledge Bases via Dictionaries. ACL/IJCNLP (Findings) (2021)
Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. CoRR (2021)
Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. EMNLP (1) (2021)
Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang
CCPM: A Chinese Classical Poetry Matching Dataset. CoRR (2021)
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR (2021)
Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR (2021)
Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
Automatic Construction of Sememe Knowledge Bases via Dictionaries. CoRR (2021)
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. ACL/IJCNLP (1) (2021)
Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin
Country Image in COVID-19 Pandemic: A Case Study of China. IEEE Trans. Big Data 7 (1) (2021)
Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. CoRR (2021)
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. ACL (demo) (2021)
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. CoRR (2021)
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
CPM-2: Large-scale cost-effective pre-trained language models. AI Open 2 (2021)
Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) (2021)
Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. EMNLP (1) (2021)
Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. CoRR (2021)
Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open 2 (2021)
Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu, Maosong Sun
Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases. Frontiers Comput. Sci. 15 (5) (2021)
Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) (2021)
Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, Maosong Sun
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. AAAI (2021)
Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining. CoRR (2021)
Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu
Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. CoRR (2020)
Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. CoRR (2020)
Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. COLING (2020)
Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. CoRR (2020)
Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun
Word-level Textual Adversarial Attacking as Combinatorial Optimization. ACL (2020)
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
OpenAttack: An Open-source Textual Adversarial Attack Toolkit. CoRR (2020)
Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads. CoRR (2020)
Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin
Country Image in COVID-19 Pandemic: A Case Study of China. CoRR (2020)
Fanchao Qi, Lei Zhang, Yanhui Yang, Zhiyuan Liu, Maosong Sun
WantWords: An Open-source Online Reverse Dictionary System. EMNLP (Demos) (2020)
Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun
Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations. CoRR (2020)
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR (2020)
Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
Multi-Channel Reverse Dictionary Model. AAAI (2020)
Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. AAAI (2020)
Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. CoRR (2019)
Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun
Enhancing Recurrent Neural Networks with Sememes. CoRR (2019)
Jiaju Du, Fanchao Qi, Maosong Sun
Using BERT for Word Sense Disambiguation. CoRR (2019)
Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Qiang Dong, Maosong Sun, Zhendong Dong
OpenHowNet: An Open Sememe-based Lexical Knowledge Base. CoRR (2019)
Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
Multi-channel Reverse Dictionary Model. CoRR (2019)
Junjie Huang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Maosong Sun
COS960: A Chinese Word Similarity Dataset of 960 Word Pairs. CoRR (2019)
Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun
Modeling Semantic Compositionality with Sememe Knowledge. ACL (1) (2019)
Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun
Modeling Semantic Compositionality with Sememe Knowledge. CoRR (2019)
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun
Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack. CoRR (2019)
Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu
Cross-lingual Lexical Sememe Prediction. EMNLP (2018)