JeSemE models for lexical semantic change
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| Format: | Recurso digital |
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2018
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| _version_ | 1866902020136370176 |
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| author | Hellrich, Johannes Buechel, Sven Hahn, Udo |
| author_facet | Hellrich, Johannes Buechel, Sven Hahn, Udo |
| contents | <p>Models for diachronic lexical semantics used by the <a href="http://jeseme.org">Jena Semantic Explorer (JeSemE)</a> web site described in our <a href="http://aclweb.org/anthology/C18-2003">COLING 2018 paper "JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion"</a>.</p> <p>Also described and applied in Johannes Hellrich's Ph.D. thesis "Word Embeddings: Reliability & Semantic Change" who was funded by the Deutsche Forschungsgemeinschaft (DFG) within the graduate school "The Romantic Model" (GRK 2041/1).</p> <p>One ZIP file per corpus, each containing several CSV files:</p> <ul> <li>CHI.csv with χ<sup>2 </sup>word association values (structure: word-id, word-id, time, value)</li> <li>EMBEDDING.csv with SVD-PPMI word embeddings (aligned; structure: word-id, time, values)</li> <li>EMOTION.csv with VAD word emotion values (structure: word-id, time, values)</li> <li>FREQUENCY.csv with relative word frequency values (structure: word-id, time, value)</li> <li>PPMI.csv with PPMI<sup> </sup>word association values (structure: word-id, word-id, time, value)</li> <li>SIMILARITY.csv with word embedding derived word similarity values (structure: word-id, word-id, time, value)</li> <li>WORDIDS.csv mapping words to their corpus specific IDs</li> </ul> <p>Corpora are:</p> <ul> <li> <p>coha: Corpus of Historical American English</p> </li> <li> <p>dta: Deutsches Textarchiv 'German Text Archive'</p> </li> <li> <p>google_fiction: Google Books N-Gram corpus, English fiction subcorpus</p> </li> <li> <p>google_german: Google Books N-Gram corpus, German subcorpus</p> </li> <li> <p>rsc: Royal Society Corpus </p> </li> </ul> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_2605352 |
| institution | Zenodo |
| language | |
| publishDate | 2018 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | JeSemE models for lexical semantic change Hellrich, Johannes Buechel, Sven Hahn, Udo JeSemE digital humanities corpus lingustics diachronic linguistics language change <p>Models for diachronic lexical semantics used by the <a href="http://jeseme.org">Jena Semantic Explorer (JeSemE)</a> web site described in our <a href="http://aclweb.org/anthology/C18-2003">COLING 2018 paper "JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion"</a>.</p> <p>Also described and applied in Johannes Hellrich's Ph.D. thesis "Word Embeddings: Reliability & Semantic Change" who was funded by the Deutsche Forschungsgemeinschaft (DFG) within the graduate school "The Romantic Model" (GRK 2041/1).</p> <p>One ZIP file per corpus, each containing several CSV files:</p> <ul> <li>CHI.csv with χ<sup>2 </sup>word association values (structure: word-id, word-id, time, value)</li> <li>EMBEDDING.csv with SVD-PPMI word embeddings (aligned; structure: word-id, time, values)</li> <li>EMOTION.csv with VAD word emotion values (structure: word-id, time, values)</li> <li>FREQUENCY.csv with relative word frequency values (structure: word-id, time, value)</li> <li>PPMI.csv with PPMI<sup> </sup>word association values (structure: word-id, word-id, time, value)</li> <li>SIMILARITY.csv with word embedding derived word similarity values (structure: word-id, word-id, time, value)</li> <li>WORDIDS.csv mapping words to their corpus specific IDs</li> </ul> <p>Corpora are:</p> <ul> <li> <p>coha: Corpus of Historical American English</p> </li> <li> <p>dta: Deutsches Textarchiv 'German Text Archive'</p> </li> <li> <p>google_fiction: Google Books N-Gram corpus, English fiction subcorpus</p> </li> <li> <p>google_german: Google Books N-Gram corpus, German subcorpus</p> </li> <li> <p>rsc: Royal Society Corpus </p> </li> </ul> |
| title | JeSemE models for lexical semantic change |
| topic | JeSemE digital humanities corpus lingustics diachronic linguistics language change |
| url | https://doi.org/10.5281/zenodo.2605352 |