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Words are the Window to the Soul: Language-based User Representations for Fake News Detection ...
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Analysing Lexical Semantic Change with Contextualised Word Representations ...
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Abusive Language Detection with Graph Convolutional Networks ...
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Abusive Language Detection with Graph Convolutional Networks ...
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A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains ...
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You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP ...
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Abusive Language Detection with Graph Convolutional Networks
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The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities ...
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Tracing metaphors in time through self-distance in vector spaces ...
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Abstract:
From a diachronic corpus of Italian, we build consecutive vector spaces in time and use them to compare a term's cosine similarity to itself in different time spans. We assume that a drop in similarity might be related to the emergence of a metaphorical sense at a given time. Similarity-based observations are matched to the actual year when a figurative meaning was documented in a reference dictionary and through manual inspection of corpus occurrences. ... : Proceedings of the Third Italian Conference on Computational Linguistics (CLIC 2016) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1611.03279 https://dx.doi.org/10.48550/arxiv.1611.03279
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A word-embedding-based sense index for regular polysemy representation
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