Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Songfang Huang

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


Sep 13, 2021
Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang

* Accepted as a long paper to EMNLP 2021 Main Conference 

  Access Paper or Ask Questions

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


Jun 04, 2021
Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang

* ACL2021 main conference 

  Access Paper or Ask Questions

StructuralLM: Structural Pre-training for Form Understanding


May 24, 2021
Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si

* Accepted by ACL2021 main conference 

  Access Paper or Ask Questions

Improving Biomedical Pretrained Language Models with Knowledge


Apr 21, 2021
Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang

* Accepted at BioNLP 2021 

  Access Paper or Ask Questions

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


Apr 15, 2021
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao

* Accepted at NAACL 2021, 16 pages 

  Access Paper or Ask Questions

Noisy-Labeled NER with Confidence Estimation


Apr 12, 2021
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao

* NAACL 2021 Camera Ready 

  Access Paper or Ask Questions

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels


Mar 14, 2021
Chenliang Li, Ming Yan, Haiyang Xu, Fuli Luo, Wei Wang, Bin Bi, Songfang Huang

* 10 pages, 4 figures 

  Access Paper or Ask Questions

Biomedical Question Answering: A Comprehensive Review


Feb 10, 2021
Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu

* Draft 

  Access Paper or Ask Questions

Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning


Jan 23, 2021
Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang, Songfang Huang


  Access Paper or Ask Questions

Nested Named Entity Recognition with Partially-Observed TreeCRFs


Dec 15, 2020
Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang

* AAAI 2021 Camera Ready 

  Access Paper or Ask Questions

VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation


Oct 30, 2020
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si


  Access Paper or Ask Questions

Predicting Clinical Trial Results by Implicit Evidence Integration


Oct 12, 2020
Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang

* EMNLP 2020 long paper 

  Access Paper or Ask Questions

Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach


Nov 09, 2018
Liwei Chen, Yansong Feng, Songfang Huang, Bingfeng Luo, Dongyan Zhao

* https://doi.org/10.1016/j.artint.2018.08.004 
* to appear in Artificial Intelligence 

  Access Paper or Ask Questions

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


May 15, 2018
Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao

* 11 Pages, 2 Figures, Accepted by ACL 2018 

  Access Paper or Ask Questions

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


May 11, 2017
Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan, Dongyan Zhao

* 10 pages, accepted by ACL 2017 

  Access Paper or Ask Questions

Question Answering on Freebase via Relation Extraction and Textual Evidence


Jun 09, 2016
Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao


  Access Paper or Ask Questions

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling


Jun 25, 2015
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao


  Access Paper or Ask Questions