Enhancing Multimodal Entity and Relation Extraction With Variational Information Bottleneck.
Shiyao CuiJiangxia CaoXin CongJiawei ShengQuangang LiTingwen LiuJinqiao ShiPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2024)
Keyphrases
- relation extraction
- information bottleneck
- named entities
- information theoretic
- named entity recognizer
- information extraction
- automatic extraction
- multi feature
- named entity recognition
- domain specific
- semantic relations
- natural language processing
- semantic features
- co occurrence
- statistical relational learning
- question answering
- mutual information
- text mining
- image segmentation
- information retrieval
- machine learning
- unsupervised learning
- graphical models
- general purpose
- knowledge base