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BOLT Egyptian Arabic PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech
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Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ...
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Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ...
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Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.158 Abstract: Understanding manipulated media, from automatically generated `deepfakes' to manually edited ones, raises novel research challenges. Because the vast majority of edited or manipulated images are benign, such as photoshopped images for visual enhancements, the key challenge is to understand the complex layers of underlying intents of media edits and their implications with respect to disinformation. In this paper, we study Edited Media Frames, a new formalism to understand visual media manipulation as structured annotations with respect to the intents, emotional reactions, attacks on individuals, and the overall implications of disinformation. We introduce a dataset for our task, EMU, with 56k question-answer pairs written in rich natural language. We evaluate a wide variety of vision-and-language models for our task, and introduce a new model PELICAN, which builds upon recent progress in pretrained multimodal representations. Our model ...
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Keyword:
Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
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URL: https://dx.doi.org/10.48448/vm0v-w016 https://underline.io/lecture/25477-edited-media-understanding-frames-reasoning-about-the-intent-and-implications-of-visual-misinformation
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Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences ...
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BOLT Egyptian Arabic PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech ...
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BOLT English PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech
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BOLT English PropBank and Sense -- Discussion Forum, SMS/Chat, and Conversational Telephone Speech ...
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Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions
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In: Parra Escartín, Carla orcid:0000-0002-8412-1525 and Walsh, Abigail (2018) Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions. In: Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018), 25-26 Aug 2018, Santa Fe, NM, USA. (2018)
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Proceedings of the Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018)
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In: https://hal.archives-ouvertes.fr/hal-01865566 ; Association for Computational Linguistics, 2018, 978-1-948087-51-3 ; https://aclanthology.info/volumes/proceedings-of-the-joint-workshop-on-linguistic-annotation-multiword-expressions-and-constructions-law-mwe-cxg-2018 (2018)
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Universal Dependencies 2.2
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In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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