Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization.
Aishwarya AgrawalIvana KajicEmanuele BugliarelloElnaz DavoodiAnita GergelyPhil BlunsomAida NematzadehPublished in: CoRR (2022)
Keyphrases
- question answering
- question classification
- natural language
- information extraction
- information retrieval
- natural language processing
- qa clef
- named entities
- open domain question answering
- syntactic information
- question answering systems
- cross language
- visual features
- relation extraction
- passage retrieval
- evaluation metrics
- visual information
- natural language questions
- quantitative evaluation
- semantic roles
- evaluation method
- candidate answers
- low level
- answer validation
- textual entailment recognition
- machine learning