terms_pairs_test: Test Pairs of Terms to Evaluate Embedding Quality
In adamgdobrakowski/memr: Multisource Embeddings for Medical Records
Description
Usage
Format
Details
References
Description
An example dataset containing pairs of analogies of medical terms to evaluate the quality
of embedddings of terms by functions analogy_task and synonym_task.
Usage
1
Format
A list with elements:
- spec
Terms with relation: specialty – body part (e.g. "cardiologist" – "heart");
a list of two character vectors of length 2
- person
Terms with relation: man – woman;
a list of two character vectors of length 2
- synonym
Synonym terms;
a list of two character vector of length 1
Details
Assessing the quality of real-data embeddings was performed by 7 types of analogies, described
in the paper Dobrakowski et al., 2019.
References
Dobrakowski, A., A. Mykowiecka, M. Marciniak, W. Jaworski, and P. Biecek 2019.
Interpretable Segmentation of Medical Free-Text
Records Based on Word Embeddings. arXiv preprint arXiv:1907.04152.
adamgdobrakowski/memr documentation built on Sept. 4, 2021, 3:45 a.m.
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Description Usage Format Details References
Description
An example dataset containing pairs of analogies of medical terms to evaluate the quality of embedddings of terms by functions analogy_task and synonym_task.
Usage
1 |
Format
A list with elements:
- spec
Terms with relation: specialty – body part (e.g. "cardiologist" – "heart"); a list of two character vectors of length 2
- person
Terms with relation: man – woman; a list of two character vectors of length 2
- synonym
Synonym terms; a list of two character vector of length 1
Details
Assessing the quality of real-data embeddings was performed by 7 types of analogies, described in the paper Dobrakowski et al., 2019.
References
Dobrakowski, A., A. Mykowiecka, M. Marciniak, W. Jaworski, and P. Biecek 2019. Interpretable Segmentation of Medical Free-Text Records Based on Word Embeddings. arXiv preprint arXiv:1907.04152.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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