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 to tackle long-standing questions in social science about the dynamics of information propagation.
Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews
Department of Computer Science, University of Copenhagen(哥本哈根大学计算机科学系);Department of Food and Resource Economics, University of Copenhagen(哥本哈根大学食品与资源经济学系);Department of Food Science, University of Copenhagen(哥本哈根大学食品科学系);Department of Computer Science, Aarhus University(阿arhus大学计算机科学系)
wav2vec and its current potential to Automatic Speech Recognition in German for the usage in Digital History: A comparative assessment of available ASR-technologies for the use in cultural heritage contexts
From Words to Worlds: Benchmarking Cross-Cultural Cultural Understanding in Machine Translation
Xinjiang Technical Institute of Physics \& Chemistry, Chinese Academy of Sciences Urumqi China;Xinjiang Technical Institute of Physics \& Chemistry, Chinese Academy of Sciences
American cultural regions mapped through the lexical analysis of social media
Instituto de Física Interdisciplinar y Sistemas Complejos IFISC (UIB-CSIC)(跨学科物理与复杂系统研究所(巴利阿里群岛大学-西班牙国家研究委员会));ISI Foundation(ISI基金会);University of Birmingham(伯明翰大学);The Alan Turing Institute(阿兰·图灵研究所)
Automatic Modeling of Social Concepts Evoked by Art Images as Multimodal Frames
Department of Computer Science and Engineering (DISI), University of Bologna, Italy(博洛尼亚大学计算机科学与工程系(DISI));Department of Modern Languages, Literatures and Cultures (LILEC), University of Bologna, Italy(博洛尼亚大学现代语言、文学与文化系(LILEC))