#wordembeddings — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #wordembeddings, aggregated by home.social.
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🧠📊 How can we measure imageability in literary texts?
The authors approach how words evoke sensory experience and test whether multimodal #WordEmbeddings can better capture #imageability, #visuality, and #concreteness than text-only models, from words to sentences to poems.
#CCLS2025 #JCLS #CLS -
It's already the last talk of #CCLS2025 😱
Yuri Bizzoni, Pascale Feldkamp, Kristoffer L. Nielbo: Encoding Imagism? Measuring Literary Imageability, Visuality and Concreteness via Multimodal Word Embeddings (https://doi.org/10.26083/tuprints-00030154)
#Measuring #LiteraryImageability #WordEmbeddings -
This looks brilliant! Preprint on "Boosting word frequencies in authorship attribution" by Maciej Eder. Instead of relative frequencies, frequency normalisation against a background of semantically similar words was performed. Significant performance gains shown via fascinating heatmaps. See: https://arxiv.org/abs/2211.01289 #stylometry #AuthorshipAttribution #stylo #Kraków #CHR2022 #WordEmbeddings #Heatmaps #BurrowsDelta #CosineDelta