Fanchao Qi

发表

Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads pdf

Qun Liu, Zhiyuan Liu, Zhengyan Zhang, 2020, AI Open.

OpenHowNet: An Open Sememe-based Lexical Knowledge Base pdf

Zhiyuan Liu, Maosong Sun, Chenghao Yang, 2019, ArXiv.

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks pdf

Zhiyuan Liu, Fanchao Qi, Maosong Sun, 2020, ArXiv.

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs pdf

Maosong Sun, Junjie Huang, Chenghao Yang, 2019, ArXiv.

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack pdf

Maosong Sun, Qun Liu, Zhiyuan Liu, 2019, ArXiv.

Enhancing Recurrent Neural Networks with Sememes pdf

Maosong Sun, Qun Liu, Cheng Yang, 2019, ArXiv.

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks pdf

Xin Jiang, Zhiyuan Liu, Zhengyan Zhang, 2021, ArXiv.

CPM: A Large-scale Generative Chinese Pre-trained Language Model pdf

Huanqi Cao, Maosong Sun, Minlie Huang, 2020, AI Open.

Cross-lingual Lexical Sememe Prediction

Zhiyuan Liu, Maosong Sun, Hao Zhu, 2018, EMNLP.

Modeling Semantic Compositionality with Sememe Knowledge pdf

Qun Liu, Maosong Sun, Junjie Huang, 2019, ACL.

Using BERT for Word Sense Disambiguation pdf

Maosong Sun, Fanchao Qi, Jiaju Du, 2019, ArXiv.

WantWords: An Open-source Online Reverse Dictionary System

Lei Zhang, Zhiyuan Liu, Fanchao Qi, 2020, EMNLP.

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet

Maosong Sun, Yuan Zang, Zhiyuan Liu, 2020, COLING.

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations pdf

Yuan Zang, Zhiyuan Liu, Fanchao Qi, 2020, ArXiv.

Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning pdf

Zhiyuan Liu, Zhengyan Zhang, Fanchao Qi, 2020, ArXiv.

OpenAttack: An Open-source Textual Adversarial Attack Toolkit pdf

Yuan Zang, Zhiyuan Liu, Fanchao Qi, 2020, ArXiv.

Textual Adversarial Attack as Combinatorial Optimization

Meng Zhang, Qun Liu, Yuan Zang, 2019, 1910.12196.

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence pdf

Zhiyuan Liu, Fanchao Qi, Maosong Sun, 2020, ArXiv.

Country Image in COVID-19 Pandemic: A Case Study of China pdf

Maosong Sun, Zeyu Zhu, Fanchao Qi, 2020, IEEE Transactions on Big Data.

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets

Zhiyuan Liu, Fanchao Qi, Maosong Sun, 2019, AAAI.

Multi-channel Reverse Dictionary Model

Qun Liu, Lei Zhang, Zhiyuan Liu, 2019, AAAI.

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes

Qun Liu, Cheng Yang, Zhiyuan Liu, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

Zhiyuan Liu, Maosong Sun, Fanchao Qi, 2020, EMNLP.

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework

Maosong Sun, Jie Zhou, Fanchao Qi, 2021, AAAI.

OpenAttack: An Open-source Textual Adversarial Attack Toolkit pdf

Zhiyuan Liu, Maosong Sun, Yuan Zang, 2020, ACL.

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

Zhiyuan Liu, Maosong Sun, Fanchao Qi, 2021, ArXiv.

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger

Zhiyuan Liu, Maosong Sun, Fanchao Qi, 2021, ACL.

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks pdf

Zhiyuan Liu, Maosong Sun, Zhengyan Zhang, 2021, Machine Intelligence Research.

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution

Zhiyuan Liu, Maosong Sun, Yuan Yao, 2021, ACL.

CCPM: A Chinese Classical Poetry Matching Dataset pdf

Maosong Sun, Xiaoyuan Yi, Fanchao Qi, 2021, ArXiv.

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning

Maosong Sun, Fanchao Qi, Qun Liu, 2021, FINDINGS.

CPM-2: Large-scale Cost-effective Pre-trained Language Models pdf

Zhiyuan Liu, Maosong Sun, Xiaoyan Zhu, 2021, AI Open.

Automatic Construction of Sememe Knowledge Bases via Dictionaries

Zhiyuan Liu, Maosong Sun, Fanchao Qi, 2021, Findings.

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark pdf

Maosong Sun, Zhifang Sui, Jian Guan, 2021, ArXiv.

Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases

Maosong Sun, Yuan Zang, Ruobing Xie, 2021, Frontiers of Computer Science.

Word-level Textual Adversarial Attacking as Combinatorial Optimization

Zhiyuan Liu, Meng Zhang, Maosong Sun, 2019, ACL.