Results 21 to 30 of about 45,351 (333)
A Joint Summarization and Pre-Trained Model for Review-Based Recommendation
Information, 2021 Currently, reviews on the Internet contain abundant information about users and products, and this information is of great value to recommendation systems.
Yi Bai, Yang Li, Letian Wang
doaj +1 more source
Deep Transformer Language Models for Arabic Text Summarization: A Comparison Study
Applied Sciences, 2022 Large text documents are sometimes challenging to understand and time-consuming to extract vital information from. These issues are addressed by automatic text summarizing techniques, which condense lengthy texts while preserving their key information ...
Hasna Chouikhi, Mohammed Alsuhaibani
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Experiences with and Reflections on Text Summarization Tools [PDF]
International Journal of Computational Intelligence Systems, 2009 Text summarization is a process of distilling the most important content from text documents. While human beings have proven to be extremely capable summarizers, computer based automatic abstracting and summarizing has proven to be extremely challenging ...
Shuha Liu
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Multilingual Text Summarization for German Texts Using Transformer Models
Information, 2023 The tremendous increase in documents available on the Web has turned finding the relevant pieces of information into a challenging, tedious, and time-consuming activity.
Tomas Humberto Montiel Alcantara +3 more
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Text Summarization Techniques: A Brief Survey [PDF]
, 2017 In recent years, there has been a explosion in the amount of text data from a variety of sources. This volume of text is an invaluable source of information and knowledge which needs to be effectively summarized to be useful.
Allahyari, Mehdi +6 more
core +3 more sources
A Framework for Word Embedding Based Automatic Text Summarization and Evaluation
Information, 2020 Text summarization is a process of producing a concise version of text (summary) from one or more information sources. If the generated summary preserves meaning of the original text, it will help the users to make fast and effective decision.
Tulu Tilahun Hailu +2 more
doaj +1 more source
A novel user-centered design for personalized video summarization [PDF]
, 2014 In the past, several automatic video summarization systems had been proposed to generate video summary. However, a generic video summary that is generated based only on audio, visual and textual saliencies will not satisfy every user. This paper proposes
Ghinea, G +3 more
core +1 more source
Keyphrase Based Evaluation of Automatic Text Summarization [PDF]
, 2015 The development of methods to deal with the informative contents of the text units in the matching process is a major challenge in automatic summary evaluation systems that use fixed n-gram matching.
El-Shishtawy, Tarek, Elghannam, Fatma
core +1 more source
Generating indicative-informative summaries with SumUM [PDF]
, 2002 We present and evaluate SumUM, a text summarization system that takes a raw technical text as input and produces an indicative informative summary.
Benbrahim Mohamed +8 more
core +2 more sources
Knowledge based Automatic Summarization
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017 Andrey Timofeyev, Ben Choi
openalex +2 more sources