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Effects of Spatial Speech Presentation on Listener Response Strategy for Talker-Identification ...
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Modeling contextual information in neural machine translation
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Distributed representations for multilingual language processing
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Towards a Corpus of Historical German Plays with Emotion Annotations ...
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Exploring Online Depression Forums via Text Mining: A Comparison of Reddit and a Curated Online Forum ...
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Abstract:
We present a study employing various techniques of text mining to explore and compare two different online forums focusing on depression: (1) the subreddit r/depression (over 60 million tokens), a large, open social media platform and (2) Beyond Blue (almost 5 million tokens), a professionally curated and moderated depression forum from Australia. We are interested in how the language and the content on these platforms differ from each other. We scrape both forums for a specific period. Next to general methods of computational text analysis, we focus on sentiment analysis, topic modeling and the distribution of word categories to analyze these forums. Our results indicate that Beyond Blue is generally more positive and that the users are more supportive to each other. Topic modeling shows that Beyond Blue's users talk more about adult topics like finance and work while topics shaped by school or college terms are more prevalent on r/depression. Based on our findings we hypothesize that the professional ...
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Keyword:
004 Informatik; 150 Psychologie; 400 Sprachwissenschaft, Linguistik; 420 Englisch; Health Language Processing, Social Media, Reddit, Topic Modeling, Sentiment Analysis
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URL: https://dx.doi.org/10.5283/epub.49298 https://epub.uni-regensburg.de/id/eprint/49298
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Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own ...
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Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language ...
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Korpuslinguistik in der Rechtswissenschaft. Eine webbasierte Analyseplattform für EuGH-Entscheidungen ...
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Exploring Multimodal Sentiment Analysis in Plays: A Case Study for a Theater Recording of Emilia Galotti ...
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Lexicon-based Sentiment Analysis in German: Systematic Evaluation of Resources and Preprocessing Techniques ...
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Pragmatic Prediction in the Processing of Referring Expressions Containing Scalar Quantifiers ...
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Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own
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Exploring Multimodal Sentiment Analysis in Plays: A Case Study for a Theater Recording of Emilia Galotti
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Exploring Online Depression Forums via Text Mining: A Comparison of Reddit and a Curated Online Forum
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Comparing Live Sentiment Annotation of Movies via Arduino and a Slider with Textual Annotation of Subtitles
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