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OpenFraming: open-sourced tool for computational framing analysis of multilingual data
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"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
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Majority Voting with Bidirectional Pre-translation For Bitext Retrieval ...
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Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
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Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage ...
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Abstract:
News media structure their reporting of events or issues using certain perspectives. When describing an incident involving gun violence, for example, some journalists may focus on mental health or gun regulation, while others may emphasize the discussion of gun rights. Such perspectives are called “frames” in communication research.We study, for the first time, the value of combining lead images and their contextual information with text to identify the frame of a given news article. We observe that using multiple modes of information (article- and image-derived features) improves prediction of news frames over any single mode of information when the images are relevant to the frames of the headlines. We also observe that frame image relevance is related to the ease of conveying frames via images, which we call frame concreteness. Additionally, we release the first multimodal news framing dataset related to gun violence in the U.S., curated and annotated by communication researchers. The dataset will allow ...
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Keyword:
Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
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URL: https://dx.doi.org/10.48448/akzw-th33 https://underline.io/lecture/39813-detecting-frames-in-news-headlines-and-lead-images-in-u.s.-gun-violence-coverage
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OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data ...
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IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism ...
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LAL: linguistically aware learning for scene text recognition
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Learning to scale multilingual representations for vision-language tasks
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Learning to scale multilingual representations for vision-language tasks
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Learning to Scale Multilingual Representations for Vision-Language Tasks ...
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Resolving Pronouns in Twitter Streams: Context can Help! ...
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Winter is here: summarizing Twitter streams related to pre-scheduled events
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Detecting frames in news headlines and its application to analyzing news framing trends surrounding U.S. gun violence
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Learning translations via images with a massively multilingual image dataset
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Learning Translations via Matrix Completion
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In: Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-01838532 ; Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, Denmark (2017)
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