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MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation ...
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MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation ...
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Text Adjuncts and Comprehension with University Level Second Language Readers ...
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Liu, Huan. - : Washington University in St. Louis, 2021
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Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ...
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Learning to Selectively Learn for Weakly-supervised Paraphrase Generation ...
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"Let's Eat Grandma": When Punctuation Matters in Sentence Representation for Sentiment Analysis ...
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Abstract:
Neural network-based embeddings have been the mainstream approach for creating a vector representation of the text to capture lexical and semantic similarities and dissimilarities. In general, existing encoding methods dismiss the punctuation as insignificant information; consequently, they are routinely eliminated in the pre-processing phase as they are shown to improve task performance. In this paper, we hypothesize that punctuation could play a significant role in sentiment analysis and propose a novel representation model to improve syntactic and contextual performance. We corroborate our findings by conducting experiments on publicly available datasets and verify that our model can identify the sentiments more accurately over other state-of-the-art baseline methods. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
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URL: https://dx.doi.org/10.48550/arxiv.2101.03029 https://arxiv.org/abs/2101.03029
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MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation ...
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Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 14 (2020): Fourteenth International AAAI Conference on Web and Social Media; 626-637 ; 2334-0770 ; 2162-3449 (2020)
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The Chinese Version of Rochester Participatory Decision-Making Scale (RPAD): Reliability and Validity
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In: Evid Based Complement Alternat Med (2020)
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Probabilistic Relational Supervised Topic Modelling using Word Embeddings
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Identifying Rhetorical Questions in Social Media
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 10 No. 1 (2016): Tenth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2016)
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A Study on College English Teaching System Characterized by Need-Oriented Cultivation and Personalized Development: Illustrated by the Reform Practice in China University of Petroleum
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In: Studies in Literature and Language; Vol 10, No 4 (2015): Studies in Literature and Language; 115-123 ; 1923-1563 ; 1923-1555 (2015)
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Invited Speaker Support for SBP Conference Series (SBP 2014) held in April, 2014 in Washington, DC.
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