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Multi-document arabic text summarisation

Mahmoud El-Haj, Udo Kruschwitz, Chris Fox
2011 2011 3rd Computer Science and Electronic Engineering Conference (CEEC)  
We developed extractive language dependent and language independent single and multi-document summarisers, both for Arabic and English. In our work we provided state-of-the-art approaches for Ara-  ...  Multi-document summarisation is the process of producing a single summary of a collection of related documents.  ...  Goldstein et al. [2000] discussed a text extraction approach for multi-document summarisation.  ... 
doi:10.1109/ceec.2011.5995822 fatcat:74lmb2yhdzay3plc3nyszn57na

Summarising Historical Text in Modern Languages [article]

Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan
2021 arXiv   pre-print
We introduce the task of historical text summarisation, where documents in historical forms of a language are summarised in the corresponding modern language.  ...  We compile a high-quality gold-standard text summarisation dataset, which consists of historical German and Chinese news from hundreds of years ago summarised in modern German or Chinese.  ...  We also thank Guanyi Chen, Ruizhe Li, Xiao Li, Shun Wang, Zhiang Chen, and the anonymous reviewers for their insightful and helpful comments.  ... 
arXiv:2101.10759v2 fatcat:qzhmredoyzffdkydnid26ua4c4

Questionnaire Free Text Summarisation Using Hierarchical Classification [chapter]

Matias Garcia-Constantino, Frans Coenen, P-J Noble, Alan Radford
2012 Research and Development in Intelligent Systems XXIX  
The process makes the assumption that text summarisation can be achieved using a classification approach whereby several class labels can be associated with documents which then constitute the summarisation  ...  A hierarchical classification approach is suggested which offers the advantage that different levels of classification can be used and the summarisation customised according to which branch of the tree  ...  The "traditional" phases of text summarisation that most researchers follow are identified in [2] , namely: (i) analysis of the input text, (ii) transformation of the input text into a form to which the  ... 
doi:10.1007/978-1-4471-4739-8_3 dblp:conf/sgai/Garcia-ConstantinoCNR12 fatcat:awhfkl3ibzfnnpnwa7ixqsndde

Lynx D3.8 Summarisation and annotation services

Julián Moreno-Schneider, Georg Rehm, María Navas-Loro
2020 Zenodo  
and shorter piece of a text from one or several longer texts (documents or parts of documents).  ...  The description of the services consists of two parts: for each of the services, first, its general approach is presented, and then, its application in the Lynx project is introduced, putting the focus  ...  In the case of Contract Analysis a single-document approach has to be used, while in Labour Law and Geothermal Project Analysis a multi-document summarisation approach is needed.  ... 
doi:10.5281/zenodo.3865667 fatcat:rcfafvhqmrfjvlu4ltyrajdkoi

Automatic summarising: The state of the art

Karen Spärck Jones
2007 Information Processing & Management  
The paper uses several frameworks to organise the review, for summarising itself, for the factors affecting summarising, for systems, and for evaluation.  ...  The review examines the evaluation strategies applied to summarising, the issues they raise, and the major programmes.  ...  Verbmobil (Reithinger et al. 2000) Reithinger et al. illustrate a very different summarising situation and approach, for multi-lingual spoken dialogues in a limited (travel) domain.  ... 
doi:10.1016/j.ipm.2007.03.009 fatcat:zzyosnd4ezfi3n23zhl3ahim3m

Automated text summarisation and evidence-based medicine: A survey of two domains [article]

Abeed Sarker, Diego Molla, Cecile Paris
2017 arXiv   pre-print
We envision that this survey will serve as a first resource for the development of future operational text summarisation techniques for EBM.  ...  We present a survey of EBM, the domain-specific needs for EBM, automated summarisation techniques, and how they have been applied hitherto.  ...  Language -A summarising system can be mono-lingual, multi-lingual or cross-lingual. Domain -Summarisation systems can either be domain-specific or domain-independent.  ... 
arXiv:1706.08162v1 fatcat:q7jxiwam75aj3prwmqhr3arcpu

COMPENDIUM: a text summarisation tool for generating summaries of multiple purposes, domains, and genres

ELENA LLORET, MANUEL PALOMAR
2012 Natural Language Engineering  
In this paper, we present a Text Summarisation tool, compendium, capable of generating the most common types of summaries.  ...  combines statistical and cognitive-based techniques for determining relevant content; and (iii) it proposes an abstractive-oriented approach for facing the challenge of abstractive summarisation.  ...  the Valencian Government, as well as by the Spanish Government (grant no.  ... 
doi:10.1017/s1351324912000198 fatcat:5nwndomjvzfe3kirymhwdwb2xy

An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data [chapter]

Matias Garcia-Constantino, Frans Coenen, P. -J. Noble, Alan Radford, Christian Setzkorn, Aine Tierney
2011 Lecture Notes in Computer Science  
The advocated approach is to build the desired text summarisation classifiers using secondary data and then apply these classifiers, for the purpose of text summarisation, to the primary data.  ...  An investigation into the potential effectiveness of generating text classifiers from secondary data for the purpose of text summarisation is described.  ...  we could not expect to produce a better result than when using primary data.) However, the research team has been encouraged by the results that have been produced to date.  ... 
doi:10.1007/978-3-642-23199-5_29 fatcat:xctafagbvbhgtftpm5r64y43p4

A comparative analysis of national media responses to the OECD Survey of Adult Skills: policy making from the global to the local?

Keiko Yasukawa, Mary Hamilton, Jeff Evans
2016 Compare  
A comparative analysis of national media responses to the OECD Survey of Adult Skills: policy making from the global to the local?  ...  Although their role in this initial period was limited, we argue the roles of the media together with other policy actors must be monitored as they interact to shape possibilities for sustainable adult  ...  There are substantial challenges for media analysis in an age of networked, multi-lingual and multi-modal digital media where data sources occur in a variety of interconnected forms accessed by different  ... 
doi:10.1080/03057925.2016.1158644 fatcat:7h6lciyrbrcnxl66p232shwdji

Aspects of Multilingual News Summarisation [chapter]

Josef Steinberger, Ralf Steinberger, Hristo Tanev, Vanni Zavarella, Marco Turchi
Advances in Data Mining and Database Management  
In this book chapter, we discuss several pertinent aspects of an automatic system that generates summaries in multiple languages for sets of topic-related news articles (multilingual multi-document summarisation  ...  In particular, we describe two approaches: the first uses a parallel corpus and the second statistical machine translation.  ...  Then, over the past decade the emphasis shifted to multi-document summarisation exemplified by latter DUCs followed by the Text Analysis Conference (TAC).  ... 
doi:10.4018/978-1-4666-5019-0.ch012 fatcat:6qbcolv2ebgu7hrquqvkmtyoea

Improve Cross-lingual Voice Cloning Using Low-quality Code-switched Data [article]

Haitong Zhang, Yue Lin
2021 arXiv   pre-print
More importantly, we find that our method can achieve a comparable result to the state-of-the-art (SOTA) performance in cross-lingual voice cloning.  ...  To synthesize speech for multiple languages usually requires multi-lingual speech from the target speaker.  ...  The contributions of this work are summarised as below: • To the best of our knowledge, it is the first work to improve cross-lingual voice cloning using low-quality code-switched found data. • Our proposed  ... 
arXiv:2110.07210v1 fatcat:jqtfnrqzebdupmflrsey7iyuse

Models and Datasets for Cross-Lingual Summarisation

Laura Perez-Beltrachini, Mirella Lapata
2021 Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing   unpublished
We present a cross-lingual summarisation corpus with long documents in a source language associated with multi-sentence summaries in a target language.  ...  We analyse the proposed cross-lingual summarisation task with automatic metrics and validate it with a human study.  ...  Acknowledgments We thank the anonymous reviewers for their feedback. We also thank Yumo Xu for useful discussions about the models.  ... 
doi:10.18653/v1/2021.emnlp-main.742 fatcat:x6eob6rqhzai7grmbiwit3gu2y

Versatile question answering systems: seeing in synthesis

Sparsh Mittal, Ankush Mittal
2011 International Journal of Intelligent Information and Database Systems  
in the system 5 by developing a unified view of existing frontiers of QA systems, it provides clear directions for future research and development in the area.  ...  of research trends and recent developments in the area of QA 2 the paper introduces and defines basic design parameters for any QA system 3 it resolves semantic heterogeneity by clarifying the meaning  ...  The approach taken by Blake (2003) is called information synthesis (IS). It uses meta-analysis to unify contradictory findings from multiple findings (Ingelfinger et al., 19994) .  ... 
doi:10.1504/ijiids.2011.038968 fatcat:uvljmaw6wrbkheiy5ngy72rwee

Summarising Historical Text in Modern Languages

Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan
2021 Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume   unpublished
We introduce the task of historical text summarisation, where documents in historical forms of a language are summarised in the corresponding modern language.  ...  We compile a high-quality gold-standard text summarisation dataset, which consists of historical German and Chinese news from hundreds of years ago summarised in modern German or Chinese.  ...  We also thank Guanyi Chen, Ruizhe Li, Xiao Li, Shun Wang, Zhiang Chen, and the anonymous reviewers for their insightful and helpful comments.  ... 
doi:10.18653/v1/2021.eacl-main.273 fatcat:icwox5mct5cyhaqqo65u6yv6qi

An Overview of Evaluation Campaigns in Multimedia Retrieval [chapter]

Suzanne Little, Ainhoa Llorente, Stefan Rüger
2010 ImageCLEF  
for starting ImageCLEF and then a summary of the tracks run over the seven years (data, tasks and participants).  ...  for evaluating visual information retrieval systems and is the focus of this book.  ...  Andrews University Library in Scotland for providing us access to the historic set of photographs for the first ImageCLEF evaluation campaign.  ... 
doi:10.1007/978-3-642-15181-1_27 fatcat:nnglqvlfw5a6fceju5vrwyswim
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