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Learning and Evaluating Emotion Lexicons for 91 Languages ...
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Medical Information Extraction in the Age of Deep Learning
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In: Yearb Med Inform (2020)
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Wenn der Funke überspringt – Word Embeddings im Dienst der Wissenschaftsgeschichte ...
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Wenn der Funke überspringt – Word Embeddings im Dienst der Wissenschaftsgeschichte ...
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JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion ...
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Representation Mapping: A Novel Approach to Generate High-Quality Multi-Lingual Emotion Lexicons ...
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Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level ...
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JeSemE models for lexical semantic change ...
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Abstract:
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 χ 2 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, ...
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Keyword:
corpus lingustics; diachronic linguistics; digital humanities; JeSemE; language change
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URL: https://zenodo.org/record/2605351 https://dx.doi.org/10.5281/zenodo.2605351
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Word embeddings-based uncertainty detection in financial disclosures
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Romantik im Wandel der Zeit – eine quantitative Untersuchung ...
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Romantik im Wandel der Zeit – eine quantitative Untersuchung ...
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UIMA als Plattform für die nachhaltige Software-Entwicklung in den Digital Humanities ...
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UIMA als Plattform für die nachhaltige Software-Entwicklung in den Digital Humanities ...
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