Published March 7, 2024 | Version 0.0.1
Model Open

EduSenti Sentiment Models

Creators

  • 1. ROR icon University of Chicago

Contributors

Data collector:

  • 1. ROR icon University of Prishtina

Description

Introduction

EduSenti (Education Review Sentiment in Albanian) are education review dataset trained sentiment analysis models from the paper "RoBERTa Low Resource Fine Tuning for Sentiment Analysis in Albanian".

Models

These models were trained on the following checkpoints:

  • XLM RoBERTa Base
  • XLM RoBERTa Large

Dataset

The models were trained on a corpus (EduSenti) of 1,163 Albanian and 624 English reviews of educational instructor's performance reviews annotated for sentiment, emotion and educational topic.

Files

edusenti-sentiment-corpus.zip

Files (10.1 GB)

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md5:897871bd8aadeabbc2e53b40a8b40f7d
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md5:18e41a23c927f5559fb5325a66639762
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md5:5409cc64369f02abbf4c5d5a1cde4e61
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Additional details

Software

Repository URL
https://github.com/plandes/edusenti
Programming language
Python
Development Status
Active