Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation.
Ensheng ShiWenchao GuYanlin WangLun DuHongyu ZhangShi HanDongmei ZhangHongbin SunPublished in: CoRR (2022)
Keyphrases
- data sets
- training data
- supervised learning
- high quality
- input data
- data points
- human experts
- image data
- database
- prior knowledge
- search space
- data analysis
- domain specific
- data processing
- learning systems
- data collection
- semantic search
- data quality
- raw data
- data mining
- learning tasks
- background knowledge
- multi modal
- learning algorithm
- metadata
- decision trees
- data structure
- data streams
- learning process