Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks.
Tingyu XiaYue WangYuan TianYi ChangPublished in: CoRR (2021)
Keyphrases
- prior knowledge
- semantic matching
- natural language
- matching algorithm
- matching process
- visual attention
- domain knowledge
- semantic annotation
- image matching
- visual and textual features
- semantic description
- semantic network
- knowledge base
- semantic web
- multimedia
- data sets
- human generated
- search engine
- ontology alignment
- matching scheme
- semantic representation
- semantic search
- textual data
- robotic systems
- high level
- bayesian framework
- prior information
- keywords
- low level
- natural language processing
- generative model