Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data.

William Huang Haokun Liu Samuel R. Bowman

Published in: Insights (2020)

Keyphrases

training data
data sets
test data
synthetic data
knowledge discovery
data collection
databases
noisy data

raw data
high dimensional data
data processing
data mining techniques
original data
training examples
training samples
database

image data
prior knowledge
data analysis
supervised learning
text classification
data warehouse
classification accuracy
data sources

attribute values
decision trees
learning algorithm
machine learning
data objects
data mining
incomplete data
data samples