Published November 1, 2025 | Version v1.0.0

Finnish word2vec embeddings trained on OpenSubtitles Part 2

  • 1. ROR icon Harrisburg University of Science and Technology

Description

This dataset contains the subs2vec embeddings for Finnish, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:

  • Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)
  • Window size: varying context windows (e.g., 2, 5, 10, …)
  • Each file corresponds to a unique configuration (dimension × window size). 

Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:

Files

Files (27.2 GB)

Name Size
md5:17f96ad83de8d229f9cb8b9634d7a35f
2.7 GB Download
md5:467c1a06ca42c6cd4af4050de01e40a4
2.7 GB Download
md5:eceea21c366832a4ba96bd00a1e717d3
2.7 GB Download
md5:717f3afc256d2972b9da70c2d5a07662
2.7 GB Download
md5:859436a6882e8f118ad051900a87eab5
2.7 GB Download
md5:d23abdd356fa76d6c1064d95e273c5a8
2.7 GB Download
md5:6fbbc1b1f0af4a0d597d86d18da2887e
2.7 GB Download
md5:32b86e469c3c4cf3dcee13e12a1e32db
2.7 GB Download
md5:82097cf9279a017afce0001dca54b402
2.7 GB Download
md5:03af66a20c69aa9eb2a12c15f2e59fa1
2.7 GB Download

Additional details

Related works

Is supplement to
Standard: 10.5281/zenodo.17243812 (DOI)

Software