Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach.
Adam WojciechowskiMateusz LangoOndrej DusekPublished in: CoRR (2024)
Keyphrases
- image classification
- natural language
- bag of words
- visual features
- natural language interface
- image representation
- feature extraction
- semantic interpretation
- generating explanations
- language processing
- image features
- sparse coding
- bag of features
- multi label
- machine learning
- pipeline architecture
- dialog systems
- natural language generation
- dialogue system
- natural language processing
- semantic analysis
- knowledge representation
- real time
- semantic representation
- maximum entropy models
- artificial intelligence
- information extraction
- image processing
- natural language sentences
- question answering
- databases
- explanatory power
- processing pipeline
- natural language understanding
- class specific
- similarity measure