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Learning and Evaluating Emotion Lexicons for 91 Languages ...
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JULIELab/MEmoLon (Data) ...
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Abstract:
Overview This deposit contains the resulting lexicons from our ACL 2020 paper "Learning and Evaluating Emotion Lexicons for 91 Languages". The main repository for this project – including models, experimental code, and analyses – can be found on GitHub or the associated zenodo deposit. Content This deposit includes four zip files, each one representing different versions of the lexicons. The one which we mainly refer to in the paper is MTL_grouped.zip. The other versions were employed as a baseline comparison (`ridge.zip`) or in a development experiment (all but `ridge.zip`). Each zip file contains 91 tsv files which are named .tsv. Please refer to the file lexicons_overview.csv to find the right code for your language. Each tsv file constitutes a large-scale emotion lexicon for a particular language, covering roughly between 100k and 2M word type entries. Each word is described in terms of eight emotional variables: valence, arousal, dominance, joy anger, sadness, fear, and disgust. ...
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URL: https://dx.doi.org/10.5281/zenodo.3756606 https://zenodo.org/record/3756606
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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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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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