[PDF] Top 20 Multilingual Single Document Summarization with MUSE
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Multilingual Single Document Summarization with MUSE
... or multilingual and their summaries have to be in the same lan- guage as the original ...a document-feature matrix of precomputed sentence scores with the purpose of finding the best linear combination of ... See full document
5
AllSummarizer system at MultiLing 2015: Multilingual single and multi document summarization
... One of multilingual summarization’s problem is the lack of resources such as labeled corpus used for learning. Learning algorithms were used either to select the sentences that should be in the sum- mary, or to ... See full document
8
MUSEEC: A Multilingual Text Summarization Tool
... Tables 2, 3, and 4 contain the summarized re- sults of automated evaluations for the MultiL- ing 2015, single-document summarization (MSS) task. The quality of the summaries is measured by ROUGE-1 ... See full document
6
PKUSUMSUM : A Java Platform for Multilingual Document Summarization
... for single-document summarization, and most methods proposed for multi- document summarization ...for single document sum- marization. For multi-document ... See full document
5
Auto hMDS: Automatic Construction of a Large Heterogeneous Multilingual Multi Document Summarization Corpus
... multi-document summarization corpus containing topics in English and ...automatic summarization similarly as we see this trend in single-document summarization with the ... See full document
6
Multi document multilingual summarization corpus preparation, Part 1: Arabic, English, Greek, Chinese, Romanian
... The summarization time of the new topics in English was around 24 minutes per topic (plus an average of 8 minutes allocated to reading the source ...a single summarizer heavily biased the distribution of ... See full document
12
Multilingual Summarization Evaluation without Human Models
... multi-document summarization in English correlation among mea- sures that use human models (Pyramids, Respon- siveness, and ROUGE) and a measure that does not use models (the Jensen Shannon divergence) is ... See full document
9
Multi document multilingual summarization corpus preparation, Part 2: Czech, Hebrew and Spanish
... The task was aiming at the real problem of summarizing news topics, parts of which may be described or may happen in different mo- ments in time. We consider, similarly to Mul- tiLing 2011(Giannakopoulos et al., 2011) ... See full document
7
Multilingual Summarization with Polytope Model
... Tables 4, 4, and 1 contain the summarized re- sults of automated evaluations for MultiLing 2015, single-document summarization (MSS) task for English, Hebrew, and Arabic corpora, respec- tively. The ... See full document
5
MultiLing 2015: Multilingual Summarization of Single and Multi Documents, On line Fora, and Call center Conversations
... Automatic Summarization by providing data sets and foster- ing further research and development of summa- rization ...for single and multi-document multilingual summarization and ... See full document
5
MultiLing 2017 Overview
... The Multilingual Single-document Summariza- tion 2017 posed a task to measure the performance of multilingual, single-document, summarization systems using a dataset ... See full document
6
Proceedings of the MultiLing 2017 Workshop on Summarization and Summary Evaluation Across Source Types and Genres
... Multilingual summarization across genres and sources: Summarization has been receiving increasing attention during the last ...types: Multilingual single-document ... See full document
10
Learning Based Single Document Summarization with Compression and Anaphoricity Constraints
... multi-document summarization systems, though in those systems content is typically modeled in terms of bigrams (Gillick and Favre, 2009; Berg-Kirkpatrick et ... See full document
11
Single Document Summarization based on Nested Tree Structure
... source document included in the re- sulting summary can be an indicator to measure the fragmentation of ...source document that each method used to generate a summary 5 ... See full document
6
Enhancements to Graph Based Methods for Single Document Summarization
... Text summarization has been an important and challenging area studied almost over the past 5 decades [10, 12] and has continued to be a steady subject of ...used summarization approaches can be divided into ... See full document
11
Information Retrieval and Context Based Document Summarization Using Vector Space Model
... a document collection of 10 documents, then if algorithm appears in one document and evaluation in five: IDF algorithm = ...a single term the TF IDF can be defined and simplified as in ...the ... See full document
8
Multi document multilingual summarization and evaluation tracks in ACL 2013 MultiLing Workshop
... Based on the Source Document Set, a number of human summarizers and several automatic sys- tems submitted summaries for the different top- ics in different languages. The human summaries were considered model ... See full document
9
A Language Independent Algorithm for Single and Multiple Document Summarization
... In this paper, we showed that a previously pro- posed method for graph-based extractive summa- rization can be successfully applied to the sum- marization of documents in different languages, without any requirements for ... See full document
6
Hybrid differential evolution based automatic single document text summarization
... the summarization techniques can be classified into three approaches: the surface, entity, and discourse (Mani and Maybury, 1999, Saggion and Poibeau, ...a document to be included in the ...structure), ... See full document
47
The Benchmark of Paragraph and Sentence Extraction Summaries on Outlier Document Filtering Applied Multi-Document Summarizer
... We first developed an extractive sentence summary system and proposed a new approach called ODF [25] to improve automatic summary quality. The ODF for sentence extraction (ODF_se) is evaluated on the DUC 2006 data set ... See full document
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