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1. JeSemE JeSemE Public

   Forked from JULIELab/JeSemE

   The Jena Semantic Explorer website (and processing pipeline), one of the main contributions in my Ph.D. thesis. See also Hellrich et al.: "JeSemE: A Website for Exploring Diachronic Changes in Word…

   Java 2

2. precision_medicine_dl_classifier precision_medicine_dl_classifier Public

   Document classification experiments on TREC precision medicine data. Adaption of a state-of-the-art deep learning algorithm with additional structured features.

   Jupyter Notebook 4 1

3. hyperwords hyperwords Public

   Modified version of Omar Levy's hyperwords word embedding tool, allows for weighted downsampling as well as resource friendly training of models.

   Python 3

4. metal_lyric_topic_modeling metal_lyric_topic_modeling Public

   Code and topic models for experiments in Hellrich & Rzymski (2019): Computational Detection of Medieval References in Metal. In: Barratt-Peacock & Hagen (Eds.): Medievalism and Metal Music Studies:…

   Python

5. embedding_downsampling_comparison embedding_downsampling_comparison Public

   Experiments on word embedding reliability with different sampling scenarios. Includes modified version of word2vec.

   C 1

6. hellrich_coling2016 hellrich_coling2016 Public

   Forked from JULIELab/hellrich_coling2016

   Code for experiments in Hellrich & Hahn: "Bad Company - Neighborhoods in Neural Embedding Spaces Considered Harmful", COLING 2016.

   Python