Songfang Huang
Alibaba Group (China)(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Speech Recognition and Synthesis
Most-Cited Works
- → Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection(2020)296 cited
- → Question Answering on Freebase via Relation Extraction and Textual Evidence(2016)288 cited
- → Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling(2015)274 cited
- → mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections(2022)154 cited
- → Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning(2021)126 cited
- → Biomedical Question Answering: A Survey of Approaches and Challenges(2022)103 cited
- → Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix(2017)102 cited
- → StructuralLM: Structural Pre-training for Form Understanding(2021)90 cited
- → E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning(2021)86 cited
- → Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding(2022)74 cited