metadata

language: es
widget:
  - text: Hoy me contrataron!

Detection of employment status disclosures on Twitter

Model main characteristics:

class: Is Hired (1), else (0)
country: MX
language: Spanish
architecture: BERT base

Model description

This model is a version of dccuchile/bert-base-spanish-wwm-cased finetuned to recognize Spanish tweets where a user mentions that she was hired in the past month. It was trained on Spanish tweets from users based in Mexico. The task is framed as a binary classification problem with:

the positive class referring to tweets mentioning that a user was recently hired (label=1)
the negative class referring to all other tweets (label=0)

Resources

The dataset of Spanish tweets on which this classifier was trained is open-sourced here. Details on the performance can be found in our ACL 2022 paper.

Citation

If you find this model useful, please cite our paper (citation to come soon).