Knowledge Rumination for Pre-trained Language Models EMNLP

Yunzhi Yao | Peng Wang | Shengyu Mao | Chuanqi Tan | Fei Huang | Huajun Chen | Ningyu Zhang |

HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL

Hongyi Yuan | Zheng Yuan | Chuanqi Tan | Fei Huang | Songfang Huang |

Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension F i n d i n g s - E M N L P

Tingfeng Cao | Chengyu Wang | Chuanqi Tan | Jun Huang | Jinhui Zhu |

XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding F i n d i n g s - A C L

Moming Tang | Chengyu Wang | Jianing Wang | Chuanqi Tan | Songfang Huang | Cen Chen | Weining Qian |

Reasoning with Language Model Prompting: A Survey ACL

Shuofei Qiao | Yixin Ou | Ningyu Zhang | Xiang Chen | Yunzhi Yao | Shumin Deng | Chuanqi Tan | Fei Huang | Huajun Chen |

Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL

Zhen-Ru Zhang | Chuanqi Tan | Haiyang Xu | Chengyu Wang | Jun Huang | Songfang Huang |

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL Findings

Zheng Yuan | Chuanqi Tan | Songfang Huang | Fei Huang |

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL

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 |

Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL

Zheng Yuan | Chuanqi Tan | Songfang Huang |

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Findings NAACL

Xiang Chen | Ningyu Zhang | Lei Li | Yunzhi Yao | Shumin Deng | Chuanqi Tan | Fei Huang | Luo Si | Huajun Chen |

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 |

SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP

Jianing Wang | Chengyu Wang | Chuanqi Tan | Minghui Qiu | Songfang Huang | Jun Huang | Ming Gao |

Contrastive Demonstration Tuning for Pre-trained Language Models F i n d i n g s - E M N L P

Xiaozhuan Liang | Ningyu Zhang | Siyuan Cheng | Zhenru Zhang | Chuanqi Tan | Huajun Chen |

Towards Unified Prompt Tuning for Few-shot Text Classification F i n d i n g s - E M N L P

Jianing Wang | Chengyu Wang | Fuli Luo | Chuanqi Tan | Minghui Qiu | Fei Yang | Qiuhui Shi | Songfang Huang | Ming Gao |

Noisy-Labeled NER with Confidence Estimation NAACL

Kun Liu | Yao Fu | Chuanqi Tan | Mosha Chen | Ningyu Zhang | Songfang Huang | Sheng Gao |

Improving Biomedical Pretrained Language Models with Knowledge BioNLP NAACL

Zheng Yuan | Yijia Liu | Chuanqi Tan | Songfang Huang | Fei Huang |

Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP

Runxin Xu | Fuli Luo | Zhiyuan Zhang | Chuanqi Tan | Baobao Chang | Songfang Huang | Fei Huang |

Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP

Qiao Jin | Chuanqi Tan | Mosha Chen | Xiaozhong Liu | Songfang Huang |

Entity Linking for Queries by Searching Wikipedia Sentences EMNLP

Chuanqi Tan | Furu Wei | Pengjie Ren | Weifeng Lv | Ming Zhou |

SuperAgent: A Customer Service Chatbot for E-commerce Websites ACL

Lei Cui | Shaohan Huang | Furu Wei | Chuanqi Tan | Chaoqun Duan | Ming Zhou |

Solving and Generating Chinese Character Riddles EMNLP

Chuanqi Tan | Furu Wei | Li Dong | Weifeng Lv | Ming Zhou |

Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification ACL

Li Dong | Furu Wei | Chuanqi Tan | Duyu Tang | Ming Zhou | Ke Xu |