---
license: cc-by-4.0
base_model: jonfd/electra-base-igc-is
language:
- is
datasets:
- Sigurdur/imdb-isl-google-translate
pipeline_tag: text-classification
---

# Electra Icelandic Sentiment Analysis

## Model Description

This model is a fine-tuned version of [jonfd/electra-base-igc-is](https://huggingface.co/jonfd/electra-base-igc-is), for sentiment analysis. It was trained using a [IMDb movie reviews](https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews/data) translated into Icelandic using Google Translate.

## Model Sources

- **Repository**: https://github.com/cadia-lvl/sentiment-analysis
- **Paper**: https://skemman.is/bitstream/1946/46224/1/FinalReport.pdf

## Citation

**BibTeX:**

```tex
@techreport{Johannsson2023,
  title = {Evaluating Icelandic Sentiment Analysis Models Trained on Translated Data},
  author = {Ólafur Aron Johannsson and Birkir Arndal and Eysteinn Örn},
  year = {2023},
  institution = {University of Reykjavik},
  department = {Department of Computer Science},
  month = {12},
  day = {15},
  note = {Supervised by Stefán Ólafsson and Hrafn Loftsson, Examined by Sigurjón Ingi Garðarsson}
}
```