NLPExplorer

Songfang Huang

Number of Papers:- 39

Number of Citations:- 62

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

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P

COLING

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EMNLP

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Findings

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C

M

g

A

d

ACL

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IJCNLP

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F

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Co-Authors:-

Similar Authors:-

Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL

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

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL

Qingkai Min | Qipeng Guo | Xiangkun Hu | Songfang Huang | Zheng Zhang | Yue Zhang |

Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL

Quzhe Huang | Zhenwei An | Nan Zhuang | Mingxu Tao | Chen Zhang | Yang Jin | Kun Xu | Kun Xu | Liwei Chen | Songfang Huang | Yansong Feng |

Unlocking the Potential of Model Merging for Low-Resource Languages F i n d i n g s - E M N L P

Mingxu Tao | Chen Zhang | Quzhe Huang | Tianyao Ma | Songfang Huang | Dongyan Zhao | Yansong Feng |

A Survey on Open Information Extraction from Rule-based Model to Large Language Model F i n d i n g s - E M N L P

Liu Pai | Wenyang Gao | Wenjie Dong | Lin Ai | Ziwei Gong | Songfang Huang | Li Zongsheng | Ehsan Hoque | Julia Hirschberg | Yue Zhang |

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

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

PEER: Pre-training ELECTRA Extended by Ranking F i n d i n g s - A C L

Ru He | Wei Wang | Songfang Huang | Fei Huang |

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 |

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL

Chaoya Jiang | Wei Ye | Haiyang Xu | Songfang Huang | Fei Huang | Shikun Zhang |

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 |

Transforming Visual Scene Graphs to Image Captions ACL

Xu Yang | Jiawei Peng | Zihua Wang | Haiyang Xu | Qinghao Ye | Chenliang Li | Songfang Huang | Fei Huang | Zhangzikang Li | Yu Zhang |

S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL

Runxin Xu | Fuli Luo | Baobao Chang | Songfang Huang | Fei Huang |

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL

Yanyang Li | Fuli Luo | Runxin Xu | Songfang Huang | Fei Huang | Liwei Wang |

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

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

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

Zheng Yuan | Chuanqi Tan | Songfang Huang |

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 |

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 |

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP

Chaoya Jiang | Haiyang Xu | Chenliang Li | Ming Yan | Wei Ye | Shikun Zhang | Bin Bi | Songfang Huang |

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP

Chenliang Li | Haiyang Xu | Junfeng Tian | Wei Wang | Ming Yan | Bin Bi | Jiabo Ye | He Chen | Guohai Xu | Zheng Cao | Ji Zhang | Songfang Huang | Fei Huang | Jingren Zhou | Luo Si |

Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models NAACL

Yuxuan Lai | Yijia Liu | Yansong Feng | Songfang Huang | Dongyan Zhao |

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 |

damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization BioNLP NAACL

Yifan He | Mosha Chen | Songfang Huang |

Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP

Fuli Luo | Pengcheng Yang | Shicheng Li | Xuancheng Ren | Xu Sun | Songfang Huang | Fei Huang |

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation ACL IJCNLP

Fuli Luo | Wei Wang | Jiahao Liu | Yijia Liu | Bin Bi | Songfang Huang | Fei Huang | Luo Si |

Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL IJCNLP

Chenliang Li | Bin Bi | Ming Yan | Wei Wang | Songfang Huang |

StructuralLM: Structural Pre-training for Form Understanding ACL IJCNLP

Chenliang Li | Bin Bi | Ming Yan | Wei Wang | Songfang Huang | Fei Huang | Luo Si |

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 |

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL IJCNLP

Haiyang Xu | Ming Yan | Chenliang Li | Bin Bi | Songfang Huang | Wenming Xiao | Fei Huang |

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP

Bin Bi | Chenliang Li | Chen Wu | Ming Yan | Wei Wang | Songfang Huang | Fei Huang | Luo Si |

Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP

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

Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL

Bingfeng Luo | Yansong Feng | Zheng Wang | Songfang Huang | Rui Yan | Dongyan Zhao |

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL

Bingfeng Luo | Yansong Feng | Zheng Wang | Zhanxing Zhu | Songfang Huang | Rui Yan | Dongyan Zhao |

Hybrid Question Answering over Knowledge Base and Free Text COLING

Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Question Answering on Freebase via Relation Extraction and Textual Evidence ACL

Kun Xu | Siva Reddy | Yansong Feng | Songfang Huang | Dongyan Zhao |

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling EMNLP

Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL IJCNLP

Sheng Zhang | Yansong Feng | Songfang Huang | Kun Xu | Zhe Han | Dongyan Zhao |

Joint Inference for Knowledge Base Population EMNLP

Liwei Chen | Yansong Feng | Jinghui Mo | Songfang Huang | Dongyan Zhao |

Encoding Relation Requirements for Relation Extraction via Joint Inference ACL

Liwei Chen | Yansong Feng | Songfang Huang | Yong Qin | Dongyan Zhao |

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