metadata
license: apache-2.0
datasets:
- ag_news
language:
- en
metrics:
- accuracy
- f1
pipeline_tag: text-classification
widget:
- text: >-
Ukraine's President Volodymyr Zelensky appears to have confirmed that his
country's long-awaited counter-offensive against Russia has started.
"Counter-offensive and defensive actions are taking place," he said.
example_title: World News Example
- text: >-
The 2023 NFL draft class saw a record 12 quarterbacks selected in the
first five rounds, including three inside the top five picks. The 2024
class? Expect some similarities.
example_title: Sports News Example
- text: >-
Friday's jobs report does little to change the Federal Reserve's debate
over holding rates steady this month. But it strengthens the likelihood
that officials would pair any June pause with a stronger preference to
raise rates later this year.
example_title: Business News Example
- text: >-
According to one recent estimate, a crew of six would require an estimated
10,000 kilograms of food for the trip. NASA—which plans to send people to
Mars within 2 decades—could stuff a spacecraft with prepackaged meals and
launch additional supplies to the Red Planet in advance for the voyage
home. But even that wouldn’t completely solve the problem.
example_title: Science News Example
BREAKING: We are making a news topic classifier!
First posted on my Kaggle.
Here I used transfer learning on BERT with the AG News Dataset to create a multi-class news topic classifier.