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1421
How is BERT surprised? Layerwise detection of linguistic anomalies ...
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1422
Catchphrase: Automatic Detection of Cultural References ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.1 Abstract: A snowclone is a customizable phrasal template that can be realized in multiple, instantly recognized variants. For example, ``* is the new *" (Orange is the new black, 40 is the new 30). Snowclones are extensively used in social media. In this paper, we study snowclones originating from pop-culture quotes; our goal is to automatically detect cultural references in text. We introduce a new, publicly available data set of pop-culture quotes and their corresponding snowclone usages and train models on them. We publish code for Catchphrase, an internet browser plugin to automatically detect and mark references in real-time, and examine its performance via a user study. Aside from assisting people to better comprehend cultural references, we hope that detecting snowclones can complement work on paraphrasing and help tackling long-standing questions in social science about the dynamics of information propagation. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Cultural Studies; Deep Learning; Electromagnetism; FOS Other humanities; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/75ad-m735
https://underline.io/lecture/25353-catchphrase-automatic-detection-of-cultural-references
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1423
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ...
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