Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering.
Siddharth KaramchetiRanjay KrishnaLi Fei-FeiChristopher D. ManningPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- question answering
- negative impact
- active learning
- natural language
- question classification
- information retrieval
- information extraction
- data points
- natural language processing
- qa clef
- relation extraction
- question answering systems
- natural language questions
- sentence retrieval
- visual information
- passage retrieval
- semantic roles
- qa systems
- named entities
- artificial intelligence
- novelty detection
- syntactic information
- relevance feedback
- semi supervised