4,893 Hits in 3.8 sec

Comparing Topiary-Style Approaches to Headline Generation [chapter]

Ruichao Wang, Nicola Stokes, William P. Doran, Eamonn Newman, Joe Carthy, John Dunnion
2005 Lecture Notes in Computer Science  
Topiary-style headlines consist of a number of general topic labels followed by a compressed version of the lead sentence of a news story.  ...  of a text.  ...  Acknowledgements The funding support of the Enterprise Ireland is gratefully acknowledged.  ... 
doi:10.1007/978-3-540-31865-1_12 fatcat:5qzxijyqgfgbzc75jyuzoosijy

Automatic Punjabi Text Extractive Summarization System

Vishal Gupta, Gurpreet Singh Lehal
2012 International Conference on Computational Linguistics  
of text.  ...  Text Summarization is condensing the source text into shorter form and retaining its information content and overall meaning.  ...  and presence of headline keywords in a sentence etc.  ... 
dblp:conf/coling/GuptaL12 fatcat:uemjqnhxrvc5lg6i3b5y4pfzwa

Automatic Text Summarization System for Punjabi Language

Vishal Gupta, Gurpreet Singh Lehal
2013 Journal of Emerging Technologies in Web Intelligence  
Based on compression ratio selected by user, this system starts by extracting headlines of each news, lines just next to headlines and other important lines depending upon their importance.  ...  A Punjabi document (like single page of Punjabi E-news paper) can have hundreds of multi news of varying length.  ...  Different forms of a verb 'go' in English are go, gone, going, goes and went.  ... 
doi:10.4304/jetwi.5.3.257-271 fatcat:msvlk52b5bdhxkresn7m43sujy


S. Manhura, K. Palii, S. Astakhova
2021 International Humanitarian University Herald. Philology  
Media headlines implement compression of the form and expressiveness of the content.  ...  For example, English language is characterized by a refusal to use phraseology, idioms, puns, as well as a complex grammatical structure that causes serious problems in translation.  ...  Thus, the headlines of media texts are a compression of form and have a clear capacity for content.  ... 
doi:10.32841/2409-1154.2021.51-3.12 fatcat:p6hp4jspwrenrmhu6fzi6n7ju4

News as a Conversation. A Comparative Analysis of the Language of Online and Printed News in Italy

Stefania Spina
2013 Recherches en communication  
The aim of this study is to move a step forward and to compare the use of selected linguistic features in online and in printed Italian news .  ...  Previous studies on newspaper language have already pointed out how the language of written news has undergone significant changes in the last two or three decades.  ...  News as a conversation.  ... 
doi:10.14428/rec.v40i40.49203 fatcat:rj5r4t33lzbnjeqoo3rdlbmcsu

Automatic Headline Generation for News Article [chapter]

K. R. Rajalakshmy, P. C. Remya
2015 Advances in Intelligent Systems and Computing  
A headline is recognized as a condensed summary of a document.  ...  The necessity for a computerized headline generation has been on the rise because of the need to deal with a wide number of documents, which really is a tedious and time-consuming process.  ...  The news articles from various news sites has been downloaded. The headlines texts were downloaded based on a snapshot of the links within main page of news sites like Dinamalar, Dinamani.  ... 
doi:10.1007/978-81-322-2734-2_36 fatcat:ezal3wsvxfazld4iho357oendy

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space

Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri
2015 Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies  
We train and test our model on an extensive corpus of financial news, and compare it against a number of baselines by using standard metrics from the document summarization domain, as well as some new  ...  Automatic headline generation is a sub-task of document summarization with many reported applications.  ...  Acknowledgments We thank Jordi Atserias, Horacio Saggion, Horacio Rodríguez, and Xavier Carreras, who helped and supported us during the development of this study.  ... 
doi:10.3115/v1/n15-1014 dblp:conf/naacl/ColmenaresLMS15 fatcat:zzfjoyqnajabdcdmhq3ysp7xey

A Survey of Automatic Text Summarization System for Different Regional Language in India

Virat V. Giri, Dr.M.M. Math, Dr.U.P. Kulkarni
2016 Bonfring International Journal of Software Engineering and Soft Computing  
Automatic text summarization is technique of compressing the original text into shorter form which will provide same meaning and information as provided by original text.  ...  Various linguistic features for selecting important sentences in summary are: Marathi headlines identification, identification of lines just next to headlines, identification of Marathi-nouns, identification  ...  Text pictures for Indian Language a) Garain et al. (2006) proposed text summarization of compressed text pictures for Indian language.  ... 
doi:10.9756/bijsesc.8242 fatcat:lw3cntpp6vcm5ezcqq5v4rbx4e

Multi-candidate reduction: Sentence compression as a tool for document summarization tasks

David Zajic, Bonnie J. Dorr, Jimmy Lin, Richard Schwartz
2007 Information Processing & Management  
Evaluations reveal that sentence compression is a valuable component of a 15 larger multi-document summarization framework. 16  ...  10 This article examines the application of two single-document sentence compression techniques to the problem of multi-11 document summarization-a "parse-and-trim" approach and a statistical noisy-channel  ...  Within the MCR framework, we discuss 147 the portability of Trimmer and HMM Hedge to a variety of different texts: written news, broadcast news tran-148 scriptions, email threads, and text in foreign language  ... 
doi:10.1016/j.ipm.2007.01.016 fatcat:ddjxdbhhnjfh3bacnycqgk6gra


Gunta Ločmele
2017 Vertimo studijos  
It deals with the following features of the Latvian advertising: compression of information, personalization, inclusion, elements of graphic design in written texts and expressive language means.  ...  However, a positive multicultural impact benefits the development of the Latvian advertising language.  ...  , can perform the very compressed function of a headline, a caption or even of a text if an advertisement does not contain any other text due to space restriction or other reasons.  ... 
doi:10.15388/vertstud.2010.3.10589 fatcat:eo2p6movn5aolihf6frpjepxke

A Multi-Modal Method for Satire Detection using Textual and Visual Cues [article]

Lily Li, Or Levi, Pedram Hosseini, David A. Broniatowski
2020 arXiv   pre-print
Satire is a form of humorous critique, but it is sometimes misinterpreted by readers as legitimate news, which can lead to harmful consequences.  ...  To this end, we create a new dataset consisting of images and headlines of regular and satirical news for the task of satire detection.  ...  To detect image forgeries as an indicator of satirical news, we preprocess the images using ELA with a compression rate of 90% and use them as input into a CNN.  ... 
arXiv:2010.06671v1 fatcat:y5eibi7cj5d4vpaelituopwzoe

Title Generation with Quasi-Synchronous Grammar

Kristian Woodsend, Yansong Feng, Mirella Lapata
2010 Conference on Empirical Methods in Natural Language Processing  
Selection preferences for individual phrases are learned discriminatively, while a quasi-synchronous grammar (Smith and Eisner, 2006) captures rendering preferences such as paraphrases and compressions  ...  Experiments on headline and image caption generation show that our method obtains state-of-the-art performance using essentially the same model for both tasks without any major modifications.  ...  We would also like to thank Andreas Grothey and members of ICCS at the School of Informatics for valuable discussions and comments.  ... 
dblp:conf/emnlp/WoodsendFL10 fatcat:ayle76ik25flhocena4osb4n2e

Self-Attentive Model for Headline Generation [article]

Daniil Gavrilov and Pavel Kalaidin and Valentin Malykh
2019 arXiv   pre-print
Headline generation is a special type of text summarization task.  ...  While the amount of available training data for this task is almost unlimited, it still remains challenging, as learning to generate headlines for news articles implies that the model has strong reasoning  ...  Alexey Samarin for useful discussions, David Prince for proofreading, Madina Kabirova for proofreading and human evaluation organization, Anastasia Semenyuk and Maria Zaharova for help obtaining the New  ... 
arXiv:1901.07786v1 fatcat:tio2lmmhyvhnxidf2nces2r6ia

Analysis of Intertextuality in English News Headlines

Qin Xie
2018 Theory and Practice in Language Studies  
Headline tends to be the most eye-catching news text as the punch line, and intertextuality is usually one of its characteristics.  ...  Nowadays, English news plays an increasingly important role in cultural communication between Chinese and the western as a media.  ...  Most readers read news only by reading its headlines. As a result, the media preferred the headlines with terse form or ones compressing and abstracted the content of news discourse.  ... 
doi:10.17507/tpls.0808.13 fatcat:g5qlprip2vdtxjwllwfrddjaey


Olha Mitchuk, Eleonora Kryvka
2021 InterConf  
The article considers the importance of the stage of writing headlines in the process of preparing PR-texts on tourism topics, specifies the features of creating titles of different types of PR-texts published  ...  in online publications, identifies factors that affect the reader's attention and facilitate the perception of the headline.  ...  The success of the promotion of new products, news events, PR-campaigns, travel agencies, travel locations as well as effective interaction with the media largely depend on a well-written PR-text.  ... 
doi:10.51582/interconf.7-8.10.2021.022 fatcat:xrb5y6g54fgmhalynyqczmwvou
« Previous Showing results 1 — 15 out of 4,893 results