Songfang Huang

Best Publications

• Question Answering on Freebase via Relation Extraction and Textual Evidence

  Kun Xu;Siva Reddy;Yansong Feng;Songfang Huang

  331
  Citations

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

  Kun Xu;Yansong Feng;Songfang Huang;Dongyan Zhao

  323
  Citations

• Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection

  Huanting Wang;Guixin Ye;Zhanyong Tang;Shin Hwei Tan

  279
  Citations

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

  Unknown

  127
  Citations

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

  Unknown

  123
  Citations

• mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

  Unknown

  104
  Citations

• StructuralLM: Structural Pre-training for Form Understanding

  Chenliang Li;Bin Bi;Ming Yan;Wei Wang

  99
  Citations

• Biomedical Question Answering: A Survey of Approaches and Challenges

  Unknown

  98
  Citations

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

  Unknown

  97
  Citations

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

  Unknown

  92
  Citations

• Improving Biomedical Pretrained Language Models with Knowledge.

  Unknown

  82
  Citations

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

  Unknown

  74
  Citations

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

  Unknown

  69
  Citations

• Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing

  Guixin Ye;Zhanyong Tang;Shin Hwei Tan;Songfang Huang

  65
  Citations

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

  Bin Bi;Chenliang Li;Chen Wu;Ming Yan

  59
  Citations

• Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition.

  Unknown

  54
  Citations

• Nested Named Entity Recognition with Partially-Observed TreeCRFs

  Unknown

  53
  Citations

• Noisy-Labeled NER with Confidence Estimation

  Unknown

  49
  Citations

• MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning

  Nanyi Fei;Zhiwu Lu;Tao Xiang;Songfang Huang

  49
  Citations

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

  Bingfeng Luo;Yansong Feng;Zheng Wang;Zhanxing Zhu

  20
  Citations