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</script>Models for diachronic lexical semantics used by the Jena Semantic Explorer (JeSemE) web site described in our COLING 2018 paper "JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion". 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). One ZIP file per corpus, each containing several CSV files: CHI.csv with χ2 word association values (structure: word-id, word-id, time, value) EMBEDDING.csv with SVD-PPMI word embeddings (aligned; structure: word-id, time, values) EMOTION.csv with VAD word emotion values (structure: word-id, time, values) FREQUENCY.csv with relative word frequency values (structure: word-id, time, value) PPMI.csv with PPMI word association values (structure: word-id, word-id, time, value) SIMILARITY.csv with word embedding derived word similarity values (structure: word-id, word-id, time, value) WORDIDS.csv mapping words to their corpus specific IDs Corpora are: coha: Corpus of Historical American English dta: Deutsches Textarchiv 'German Text Archive' google_fiction: Google Books N-Gram corpus, English fiction subcorpus google_german: Google Books N-Gram corpus, German subcorpus rsc: Royal Society Corpus
language change, diachronic linguistics, JeSemE, digital humanities, corpus lingustics
language change, diachronic linguistics, JeSemE, digital humanities, corpus lingustics
| citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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| downloads | 2 |

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