Suchergebnisse - representation of textual information in databases

Sarcasm identification in textual data: systematic review, research challenges and open directions von Eke, Christopher Ifeanyi, Norman, Azah Anir, Liyana Shuib, Nweke, Henry Friday

“… Sarcasm is a form of sentiment whereby people express the implicit information, usually the opposite of the message content in order to hurt someone emotionally or criticise something in a humorous way …”
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Processing the Narrative: Innovative Graph Models and Queries for Textual Content Knowledge Extraction von Vargas-Solar, Genoveva

“… The internet contains vast amounts of text-based information across various domains, such as commercial documents, medical records, scientific research, engineering tests, and events affecting urban …”
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A New Approach for Representing and Querying Textual Attributes in Databases von Martin-Bautista, Maria J., Martinez-Folgoso, Sandro, Vila, Maria-Amparo

“… In this paper, a new approach to deal with textual attributes in databases is presented …”
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VisualUrText: A Text Analytics Tool for Unstructured Textual Data von Zainol, Zuraini, Jaymes, Mohd T.H., Nohuddin, Puteri N.E.

“… % of future growth data is available in the form of unstructured text databases that may potentially contain interesting patterns and trends …”
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Improved medical image modality classification using a combination of visual and textual features von Dimitrovski, Ivica, Kocev, Dragi, Kitanovski, Ivan, Loskovska, Suzana, Džeroski, Sašo

“… More specifically, we used the modality classification databases from the ImageCLEF competitions in 2011, 2012 and 2013, described by four visual and one textual types of features, and combinations thereof …”
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Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings von Hassan, Fadi, Sanchez, David, Domingo-Ferrer, Josep

“… Text is the most usual way to share information in society. Yet, if textual documents contain personal sensitive information, they cannot be shared with third parties or released publicly without adequate protection …”
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Multimodal Saliency and Fusion for Movie Summarization Based on Aural, Visual, and Textual Attention von Evangelopoulos, Georgios, Zlatintsi, Athanasia, Potamianos, Alexandros, Maragos, Petros, Rapantzikos, Konstantinos, Skoumas, Georgios, Avrithis, Yannis

“… Detection of attention-invoking audiovisual segments is formulated in this work on the basis of saliency models for the audio, visual, and textual information conveyed in a video stream …”
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Modeling Semantic Aspects for Cross-Media Image Indexing von Monay, F., Gatica-Perez, D.

“… To go beyond the query-by-example paradigm in image retrieval, there is a need for semantic indexing of large image collections for intuitive text-based image …”
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Fine-Grained Visual-Textual Representation Learning von He, Xiangteng, Peng, Yuxin

“… As is known to all, when we describe the object of an image via textual descriptions, we mainly focus on the pivotal characteristics and rarely pay attention to common characteristics as well as the background …”
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Hardest and semi-hard negative pairs mining for text-based person search with visual–textual attention von Ge, Jing, Wang, Qianxiang, Gao, Guangyu

“… Searching persons in large-scale image databases with the query of natural language description is a more practical and important application in video surveillance …”
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Novel knowledge-based system with relation detection and textual evidence for question answering research von Zheng, Hai-Tao, Fu, Zuo-You, Chen, Jin-Yuan, Sangaiah, Arun Kumar, Jiang, Yong, Zhao, Cong-Zhi

“… However, existing systems often rely on shallow probabilistic methods, which are less expressive than deep semantic representation methods …”
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Logic-Based Inference With Phrase Abduction Using Vision-and-Language Models von Tomihari, Akiyoshi, Yanaka, Hitomi

“… Recognizing Textual Entailment (RTE) is among the most fundamental tasks in natural language processing applications, such as question answering and machine translation …”
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Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity von Xiong, Ying, Chen, Shuai, Qin, Haoming, Cao, He, Shen, Yedan, Wang, Xiaolong, Chen, Qingcai, Yan, Jun, Tang, Buzhou

“… Background Semantic textual similarity (STS) is a fundamental natural language processing (NLP …”
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Design of the formalized and integrated Alzheimer’s Disease Ontology and its application in retrieving textual data via text mining von Zhang, Bide, Lage-Rupprecht, Vanessa, Wegner, Philipp, Sargsyan, Astghik, Gebel, Stephan, Jacobs, Marc, Klein, Jürgen, Hofmann-Apitius, Martin, Tom Kodamullil, Alpha

“… Knowledge representations, such as domain ontologies encompassing our current understanding about AD, could greatly assist and contribute to disease research …”
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Question answering method for infrastructure damage information retrieval from textual data using bidirectional encoder representations from transformers von Kim, Yohan, Bang, Seongdeok, Sohn, Jiu, Kim, Hyoungkwan

“… Manual searching for infrastructure damage information from large amounts of textual data requires considerable time and effort …”
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Structural and Textual Information Fusion for Symptom and Disease Representation Learning von Zhao, Sendong, Jiang, Meng, Qin, Bing, Liu, Ting, Zhai, ChengXiang, Wang, Fei

“… Online medical consult and offline medical check-in have generated a large amount of health-related data in medical forums and patient records. However, …”
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Image-Text Embedding Learning via Visual and Textual Semantic Reasoning von Li, Kunpeng, Zhang, Yulun, Li, Kai, Li, Yuanyuan, Fu, Yun

“… Specifically, our model first incorporates the semantic relationship information into visual and textual features by performing region or word relationship reasoning …”
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Phrase-Based Semantic Textual Similarity for Linking Researchers von Reyes-Ortiz, Jose A., Bravo, Maricela, Padilla, Omar E.

“… Researchers need to establish networks with colleagues that work similar topics, frequently, they are looking similar works by exploring free text in …”
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Textual description of shapes von Larabi, Slimane

“… We propose in this paper a method for textual description of shape. In the first, we propose a part-based method for the decomposition of outline shape into parts and separating lines …”
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Bag of textual graphs (BoTG): A general graph‐based text representation model von Dourado, Ícaro Cavalcante, Galante, Renata, Gonçalves, Marcos André, Silva Torres, Ricardo

“… Text representation models are the fundamental basis for information retrieval and text mining tasks …”
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