Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data.
Jamar L. Sullivan Jr.William BrackenburyAndrew McNutKevin BrysonKwam ByllYuxin ChenMichael L. LittmanChenhao TanBlase UrPublished in: NAACL-HLT (2022)
Keyphrases
- text data
- user interface
- text classification
- text mining
- high dimensional
- high dimensional data
- document collections
- topic hierarchies
- structured data
- text documents
- active learning
- data sets
- nearest neighbor
- object recognition
- image segmentation
- image classification
- information extraction
- feature vectors
- bag of words
- decision trees
- learning algorithm
- neural network