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Found 7 papers, 1 papers with code
Cree Corpus: A Collection of nêhiyawêwin Resources
Plains Cree (nêhiyawêwin) is an Indigenous language that is spoken in Canada and the USA.
black[LSCDiscovery shared task] UAlberta at LSCDiscovery: Lexical Semantic Change Detection via Word Sense Disambiguation
We describe our two systems for the shared task on Lexical Semantic Change Discovery in Spanish.
Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health
We are united in how emotions are central to shaping our experiences; and yet, individuals differ greatly in how we each identify, categorize, and express emotions.
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers
Research in psychopathology has shown that, at an aggregate level, the patterns of emotional change over time -- emotion dynamics -- are indicators of one's mental health.
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age
These results act as a useful baselines for further research in how patterns of emotions expressed by children change with age, and their association with mental health.
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis
By running experiments on 18 diverse datasets in 9 languages, we show that despite being markedly poor at instance level emotion classification, LexO methods are highly accurate at generating emotion arcs when aggregating information from hundreds of instances.
Frustratingly Easy Sentiment Analysis of Text Streams: Generating High-Quality Emotion Arcs Using Emotion Lexicons
We also compare two common ways of generating emotion arcs: Machine-Learning (ML) models and Lexicon-Only (LexO) methods.
