Published September 4, 2026 | Version v2

German word2vec embeddings trained on OpenSubtitles Part 3

  • 1. ROR icon Harrisburg University of Science and Technology

Description

This dataset contains the subs2vec embeddings for German, 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:

Some files were split into parts due to limitations with Zenodo: 

  • If you’ve downloaded files named like file.bz2.part_000, file.bz2.part_001, etc., you’ll need to recombine them before use.
  • Please download and use the README file, which explains how to download, recombine, and verify the split files (for Linux, Mac, and Windows). 
  • Windows users will need to download our helper file FileChunker.ps1. 

sha256sum hash values for verification:

  • 4047c670d6556c3f7548bbb27ee63a2243588d6bd440a22e3a3140682c8f0a09  de_500_3_sg_wxd.csv.bz2

Files

README.md

Files (24.1 GB)

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Additional details

Related works

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

Software