Search Results - User query-based summarization

MATSFT: User query-based multilingual abstractive text summarization for low resource Indian languages by fine-tuning mT5 by Phani, Siginamsetty, Abdul, Ashu, Prasad, M. Krishna Siva, Reddy, V. Dinesh

“…User query-based summarization is a challenging research area of natural language processing…”
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Query-based video summarization with multi-label classification network by Hu, Weifeng, Zhang, Yu, Li, Yujun, Zhao, Jia, Hu, Xifeng, Cui, Yan, Wang, Xuejing

“… This paper addresses the task of query-based video summarization, which takes users’ queries and long videos as inputs and aims to generate a query-based video summary…”
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An Interactive Approach for Query-Based Multi-Document Scientific Text Summarization by Nejati, Mohammadsadra, Ahmadi, Abbas, Mohebi, Azadeh

“… answers to their queries. Query-based automatic summarization is to provide a textual summary related to user's initial query…”
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Query-based summarization of discussion threads by Verberne, Suzan, Krahmer, Emiel, Wubben, Sander, van den Bosch, Antal

“…In this paper, we address query-based summarization of discussion threads. New users can profit from the information shared in the forum, Please check if the inserted city and country names in the affiliations are correct…”
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User-Centric Video Summarization Using I3D and Attention Mechanisms by Patil, Rishikesh, Mane, Sunil B.

“… Query based video summarization overcomes this problem by isolating important segments based on user defined queries, hence increasing storage efficiency and retrieval accuracy…”
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AUSS: An arabic query-based update-summarization system by Muneera Alhoshan, Najwa Altwaijry

“… This paper provides an Arabic query-based Update-Summarization System (AUSS). We use a graph-based ranking model to represent the similarity, through a combination of lexical and semantic…”
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An interactive query-based approach for summarizing scientific documents by Bayatmakou, Farnoush, Mohebi, Azadeh, Ahmadi, Abbas

“…Purpose Query-based summarization approaches might not be able to provide summaries compatible…”
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A Query-Based Medical Information Summarization System Using Ontology Knowledge by Ping Chen, Verma, R.

“… In this paper we propose a new user query based text summarization technique that makes use of unified medical language system, an ontology knowledge source from National Library of Medicine…”
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Query-based automatic text summarization using query expansion approach by Azad, Hiteshwar Kumar

“… The purpose of information retrieval is to discover relevant documents within a huge group of documents whose contents match a user-initiated query…”
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QMOS: Query-based multi-documents opinion-oriented summarization by Abdi, Asad, Shamsuddin, Siti Mariyam, Aliguliyev, Ramiz M.

“…•It integrates the semantic relations between words, and their syntactic composition to capture the meaning in comparison between a sentence and the user query…”
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Query-based multi-documents summarization using linguistic knowledge and content word expansion by Abdi, Asad, Idris, Norisma, Alguliyev, Rasim M., Aliguliyev, Ramiz M.

“…In this paper, a query-based summarization method, which uses a combination of semantic relations between words and their syntactic composition, to extract meaningful sentences from document sets is introduced…”
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Exploring actor–object relationships for query-focused multi-document summarization by Valizadeh, Mohammadreza, Brazdil, Pavel

“…Most research on multi-document summarization explores methods that generate summaries based on queries regardless of the users’ preferences…”
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Query Based Text Summarization by Mangalampagti, Sindhura, Ponnuru, Raveendra Babu

“… This process can be accomplished via extractive summary and abstractive summary. In this paper, we suggested summarization technique that is to be applied on online…”
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QUBVIS: query based multi-modal summarization system using CLIP based transformer and vision language models by Altundogan, Turan Goktug, Karakose, Mehmet

“…In this study, a new approach is proposed for user-interactive summarization of online videos…”
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Retrieving and discovering new knowledge from documents' abstracts in scientific databases: Proposing a query-based abstractive summarization model by Abbasi Dashtaki, Neda, CheshmehSohrabi, Mehrdad, Pashootanizadeh, Mitra, Baradaran Kashani, Hamidreza

“… Their Information Retrieval (IR) system only perform document searches and lack the capability to extract and discover new knowledge from documents' abstract in these databases and responding to users’ queries…”
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Query-based summarization for Indonesian news articles by Annisa, Dininta, Khodra, Masayu Leylia

“…Query-based summarization not only finds important information, but also relevant information to query given by users…”
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A Hybrid Query-Based Extractive Text Summarization Based on K-Means and Latent Dirichlet Allocation Techniques by Muhammad, Sohail, Khan, Muzammil, Khan, Sarwar Shah

“…Retrieving information from evolving digital data collection using a user’s query is always essential and needs efficient retrieval mechanisms that help reduce the required time from such massive collections…”
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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization by Zhong, Ming, Yin, Da, Yu, Tao, Zaidi, Ahmad, Mutuma, Mutethia, Jha, Rahul, Ahmed Hassan Awadallah, Celikyilmaz, Asli, Liu, Yang, Qiu, Xipeng, Radev, Dragomir

“… In order to satisfy the needs of different types of users, we define a new query-based multi-domain meeting summarization task, where models have to select and summarize relevant spans of meetings…”
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Behavioral profiling for adaptive video summarization: From generalization to personalization by Kadam, Payal, Vora, Deepali, Patil, Shruti, Mishra, Sashikala, Khairnar, Vaishali

“…) for creating video summaries. In Phase II we present a User Interest Based Video summarization system driven by machine learning…”
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Query-Driven Video Summarization for Long Video Footage Analysis Using Faster-RCNN and Determinantal Point Processes by Bhute, Maitrey M., Tare, Sanskar S., S, Sridhar Raj

“…With ever growing volume of video content, video summarization becomes crucial for efficiently condensing lengthy videos into informative representations…”
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