Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering.
Siddharth KaramchetiRanjay KrishnaLi Fei-FeiChristopher D. ManningPublished in: CoRR (2021)
Keyphrases
- question answering
- negative impact
- active learning
- question classification
- natural language processing
- information retrieval
- natural language
- passage retrieval
- data points
- qa clef
- cross language
- information extraction
- artificial intelligence
- named entities
- question answering systems
- natural language questions
- syntactic information
- novelty detection
- visual information
- relation extraction
- qa systems
- transfer learning
- training data
- data mining