UMIE: Unified Multimodal Information Extraction with Instruction Tuning.
Lin SunKai ZhangQingyuan LiRenze LouPublished in: CoRR (2024)
Keyphrases
- information extraction
- multimedia
- natural language processing
- text mining
- precision and recall
- question answering
- web documents
- multi modal
- machine learning
- named entities
- structured data
- relation extraction
- rule selection
- information retrieval
- instructional design
- computer technology
- free text
- named entity recognition
- semantic tagging
- natural language text
- parameter tuning
- ontology based information extraction
- parameter settings
- semi structured
- natural language
- textual data
- text documents
- conditional random fields
- extracting meaningful
- e learning
- learning disabled students
- database