A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models.
Ilija IlievskiJiashi FengPublished in: CoRR (2017)
Keyphrases
- question answering
- loss function
- relation extraction
- information extraction
- natural language processing
- question classification
- named entities
- question answering systems
- natural language
- information retrieval
- pairwise
- visual information
- machine learning algorithms
- cross language
- qa clef
- probabilistic model
- natural language questions
- user queries
- candidate answers
- passage retrieval
- learning to rank
- visual features
- information retrieval systems
- decision trees