Výsledky vyhledávání - Automatic Keyword Extraction from Textual Data

Leveraging Grammatical Roles for Measuring Semantic Similarity Between Texts Autor Md. Atabuzzaman, Md Shajalal, M. Elius Ahmed, Masud Ibn Afjal, Masaki Aono

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A survey on different dimensions for graphical keyword extraction techniques: Issues and Challenges Autor Garg, Muskan

“… In this regard, the Automatic Keyword Extraction (AKE) from textual data has become even more interesting due to its application over different domains of Natural Language Processing (NLP…”
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Textual keyword extraction and summarization: State-of-the-art Autor Nasar, Zara, Jaffry, Syed Waqar, Malik, Muhammad Kamran

“…•Unsupervised learning approaches are widely employed for keyword extraction.•Recent use of deep neural networks has significantly improved abstractive summarization…”
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Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS Tagging and Enhanced Semantic-Awareness Autor Altuncu, Enes, Nurse, Jason R. C., Xu, Yang, Guo, Jie, Li, Shujun

“…Automatic keyword extraction (AKE) has gained more importance with the increasing amount of digital textual data that modern computing systems process…”
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Automatic keyword extraction for localized tweets using fuzzy graph connectivity measures Autor Jain, Minni, Bhalla, Grusha, Jain, Amita, Sharma, Swati

“… In this context, automatic keyword extraction is a crucial and useful task. Many graph - based methods have been proposed which consider co-occurrence as edge weight, but these methods neglect the semantic relations between words…”
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A survey on different dimensions for graphical keyword extraction techniques Autor Garg, Muskan

“… In this regard, the Automatic Keyword Extraction (AKE) from textual data has become even more interesting due to its application over different domains of Natural Language Processing (NLP…”
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A keyword extraction model study in the movie domain with synopsis and reviews Autor González-Santos, Carlos, Vega-Rodríguez, Miguel A., Pérez, Carlos J., Martínez-Sarriegui, Iñaki, López-Muñoz, Joaquín M.

“… Algorithms for automatic extraction of keywords can provide relevant information in this domain…”
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Variational Bayesian Semi-supervised Keyword Extraction Autor Hu, Yaofang, Cheng, Yichen, Xia, Yusen, Wang, Xinlei

“… of succinct yet comprehensive information. While many methods have been proposed for automatic keyword extraction in unsupervised and fully supervised settings, effectively leveraging a partial list of known keywords, such as author-specified…”
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A keyword extraction model study in the movie domain with synopsis and reviews: A keyword extraction model study in the movie domain Autor González-Santos, Carlos, Vega-Rodríguez, Miguel A., Pérez, Carlos J., Martínez-Sarriegui, Iñaki, López-Muñoz, Joaquín M.

“… Algorithms for automatic extraction of keywords can provide relevant information in this domain…”
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A keyword extraction method from twitter messages represented as graphs Autor Abilhoa, Willyan D., de Castro, Leandro N.

“… In this context, automatic keyword extraction is a task of great usefulness. A fundamental step in text mining techniques consists of building a model for text representation…”
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TNT-KID: Transformer-based neural tagger for keyword identification Autor Martinc, Matej, Škrlj, Blaž, Pollak, Senja

“…With growing amounts of available textual data, development of algorithms capable of automatic analysis, categorization, and summarization of these data has become a necessity…”
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Activities for the Implementation of Machine-Readable Standards in the Field of Military and Space Activities Using Ontological Engineering Methods Autor Utegenova, Anar, Yermoldina, Gulnaz, Suimenbayeva, Zhanna, Aden, Alisher, Naumenko, Vitaliy, Kang, Jeong Won

“…-fledged guidelines for industrial facilities. The introduction of artificial intelligence and machine learning in the standardization process will increase the level of automation and allow analyzing data presented in the form of a database…”
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Text Information Mining in Cyberspace: An Information Extraction Method Based on T5 and KeyBERT Autor Liu, Kuan, Li, Yumei, Qi, Yuanhua, Qi, Ning, Zhai, Mengran

“… information in cyberspace. This method combines automatic summarization and keyword extraction to form information briefs…”
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Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness Autor Altuncu, Enes, Nurse, Jason R C, Xu, Yang, Guo, Jie, Li, Shujun

“…Automatic keyword extraction (AKE) has gained more importance with the increasing amount of digital textual data that modern computing systems process…”
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Beyond keyword and cue-phrase matching: A sentence-based abstraction technique for information extraction Autor Chan, Samuel W.K.

“… The model is based on a shallow linguistic extraction technique. What distinguishes it from previous research is that it does not work on the detection of specific keywords or cue-phrases to evaluate the relevance of the sentence concerned…”
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LVTIA: A new method for keyphrase extraction from scientific video lectures Autor Hassani, Hamid, Ershadi, Mohammad Javad, Mohebi, Azadeh

“… Indexing requires assigning keywords or keyphrases to each video, to represent its content…”
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SEKE: Specialised Experts for Keyword Extraction Autor Martinc, Matej, Hanh Thi Hong Tran, Pollak, Senja, Koloski, Boshko

“…Keyword extraction involves identifying the most descriptive words in a document, allowing automatic categorisation and summarisation of large quantities of diverse textual data…”
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Automatic Keyword Extraction Using TextRank Autor Wongchaisuwat, Papis

“… This work presents an automatic keyword extraction algorithm based primarily on a weighted TextRank model…”
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Automatic Identification of Textual Topic Structure-Topic Segmentation Autor Chen, Mingwei, Zhao, Wanlu, Zhou, Yang

“… The TextTiling algorithm is one of the text segmentation methods, and this algorithm is a method proposed based on the structure of the article, which can realize the text extraction of several subtopics…”
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PAKE - PoS Tagger Augmented Keyword Extraction Autor Kohinoor, Md Saidur Rahman, Miah, Ayesha Loylus, Ali, Shah Fayez, Hossain, Md Sabir, Bijoy, Md. Hasan Imam, Sakib, Shadman

“…The state-of-the-art techniques for automatic keyword extraction majorly deal with the collection of long documents…”
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