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Political Text Scaling Meets Computational Semantics

Federico Nanni, Goran Glavaš, Ines Rehbein, Simone Paolo Ponzetto, Heiner Stuckenschmidt
2021 ACM/IMS Transactions on Data Science  
We challenge this traditional view and present a new, semantically aware text-scaling algorithm, SemScale , which combines recent developments in the area of computational linguistics with unsupervised  ...  During the past 15 years, automatic text scaling has become one of the key tools of the Text as Data community in political science.  ...  Political Text Scaling Meets Computational Semantics 29:25 To view supplementary material for this article, please visit https://federiconanni.com/semanticscaling/.  ... 
doi:10.1145/3485666 fatcat:mxbgbdjwwrcibeatt5y3djslzy

Political Text Scaling Meets Computational Semantics [article]

Federico Nanni, Goran Glavas, Ines Rehbein, Simone Paolo Ponzetto, Heiner Stuckenschmidt
2021 arXiv   pre-print
We challenge this traditional view and present a new, semantically aware text scaling algorithm, SemScale, which combines recent developments in the area of computational linguistics with unsupervised  ...  During the last fifteen years, automatic text scaling has become one of the key tools of the Text as Data community in political science.  ...  Then, let T 1 , T 2 , . . . , T N be the collection of N political texts which we want to scale, with their corresponding distributional semantic vectors e(T 1 ), e(T 2 ), . . . , e(T N ), computed from  ... 
arXiv:1904.06217v3 fatcat:oojapcgnczb5pgukuqxicz4644

Introduction to the Special Issue: The Statistical Analysis of Political Text

Burt L. Monroe, Philip A. Schrodt
2008 Political Analysis  
Text is arguably the most pervasive—and certainly the most persistent—artifact of political behavior.  ...  Extensive collections of texts with clearly recognizable political—as distinct from religious—content go back as far as 2500 BCE in the case of Mesopotamia and 1300 BCE for China, and 2400-year-old political  ...  The 2006 American Political Science Association meeting featured a workshop titled ''Automated Content Analysis and Computer Annotation'' organized by Stephen Purpura, which attracted extensive participation  ... 
doi:10.1093/pan/mpn017 fatcat:4ujiahd3evbz7afawmp2hy4yf4

Computational Analysis of Political Texts: Bridging Research Efforts Across Communities

Goran Glavaš, Federico Nanni, Simone Paolo Ponzetto
2019 Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts  
Acknowledgments The work on this tutorial is supported by the German Science Foundation (DFG) within the scope of activities of the Collaborative Research Center SFB 884: "Political Economy of Reforms"  ...  Glavaš et al., 2017a) , semantic scaling of political texts (Glavaš et al., 2017b) as well as (dis-)agreement detection in party manifestos (Menini et al., 2017) .  ...  Political Text Scaling. Finally, we present a detailed overview of the task of political text scaling, which has the goal of inferring policy position of actors from textual evidence.  ... 
doi:10.18653/v1/p19-4004 dblp:conf/acl/GlavasNP19 fatcat:k76onwd2yjbapnsqqlmxb7v27y

Page 1522 of Linguistics and Language Behavior Abstracts: LLBA Vol. 26, Issue 3 [page]

1992 Linguistics and Language Behavior Abstracts: LLBA  
interface typology, argument structure semantic rep- resentation/surface form correspondence continuum; 9206188 talk purposes, nurse managers’ meetings, talk/meeting purposes corre- lation; 9207025 teacher  ...  Hemingway’s “The Short Happy Life of Francis Macomber” analysis; 9206420 political language manipulation, lexical euphemisms’ discourse effects; 9207129 politics language definition, metalinguistic instrument  ... 

Demand Analysis of Online Chinese Behavior Expression in Wireless Sensor Network

Zheng Liu, Zhihan Lv
2021 Wireless Communications and Mobile Computing  
Research the accuracy and applicability of the semantic analysis model.  ...  In order to reveal the basic laws and development trends of online Chinese semantic behavior expression in the context of wireless sensor networks, this paper adopts big data analysis methods and semantic  ...  It can not only meet the computing needs of low latency but also have the ability to process full data.  ... 
doi:10.1155/2021/1132758 fatcat:twu74kla75e77dqcphfyrsviv4

Introducing a New Scalable Data-as-a-Service Cloud Platform for Enriching Traditional Text Mining Techniques by Integrating Ontology Modelling and Natural Language Processing [chapter]

Alexey Cheptsov, Axel Tenschert, Paul Schmidt, Birte Glimm, Mauricio Matthesius, Thorsten Liebig
2014 Lecture Notes in Computer Science  
The technique is inherently designed with parallelism in mind, which allows for high performance on large-scale Cloud computing infrastructures.  ...  We introduce an innovative approach to analyse unstructured text data.  ...  However, this makes neither meeting ad-hoc solutions nor scaling to big data demands technically possible.  ... 
doi:10.1007/978-3-642-54370-8_6 fatcat:qoxc6xntnbczlp247iak3fb7dm

Towards an Automated Semiotic Analysis of the Romanian Political Discourse

Daniela Gifu, Dan Cristea
2013 Computer Science Journal of Moldova  
We suggest a range of analysis tools, all belonging to semiotics, from lexical-semantic, to syntactical and rhetorical, that integrated in the exploratory panoply of discursive weapons of a political speaker  ...  As it is known, on the political scene the success of a speech can be measured by the degree in which the speaker is able to change attitudes, opinions, feelings and political beliefs in his auditorium  ...  The DAT platform has been developed by Mȃdȃlina Spȃtaru, as a post-master activity in the Faculty of Computer Science of the "Alexandru Ioan Cuza" University of Iaşi.  ... 
doaj:f171fbe83db5462ba2239f7ada10f6b6 fatcat:kydlzddm4jbldjqx3r2bmhsq7i

A Semantic Network Analysis of the International Communication Association

MARYA L. DOERFEL, GEORGE A. BARNETT
1999 Human Communication Research  
Semantic network  ...  This article examines the structure of the International Communication Association (ICA) through semantic network analysis.  ...  CATPAC is a self-organizing artificial neural network computer program for analyzing text (Terra Research and Computing, 1994) , such as open-ended question responses, news stories, speeches, or in this  ... 
doi:10.1111/j.1468-2958.1999.tb00463.x fatcat:wtzfir57anbrnjurv7zderxgby

Page 447 of Linguistics and Language Behavior Abstracts: LLBA Vol. 25, Issue 1 [page]

1991 Linguistics and Language Behavior Abstracts: LLBA  
’ contextual message, analysis criteria; 9101111 scientific/technical vs other interpretations, abstract interpreting approach; 9100823 special textssemantic structure/function, semantic dominant notion  ...  English Test validation, Rasch model IRT use; 100548 f Old Frisian legal codes’ Latin versions, vernacular Frisian vocabulary occurrence; 9101455 political discourse semantics/slogans, “concept occupation  ... 

Identifying Issue Frames in Text

Eyal Sagi, Daniel Diermeier, Stefan Kaufmann, Wang Zhan
2013 PLoS ONE  
This method requires little human intervention and can therefore be efficiently applied to large bodies of text.  ...  To meet this demand, researchers have turned to machine-learning methods from computational linguistics that were originally developed for applications in other areas of text analysis, such topic identification  ...  (B) Next, a vector is computed for each context using vector addition. The vectors for each word are provided by a pre-computed semantic space.  ... 
doi:10.1371/journal.pone.0069185 pmid:23874909 pmcid:PMC3712954 fatcat:blmei76nfrahvfxesc2bnz4nou

Page 1431 of Linguistics and Language Behavior Abstracts: LLBA Vol. 29, Issue 3 [page]

1995 Linguistics and Language Behavior Abstracts: LLBA  
; specific-language- impaired children mean age 5:1; 9506837 laughter use, face-threatening business meeting discourse situations, Business English instruction implications; 9506336 learning-disabled/nondisabled  ...  grammar implementation descriptions; 9504684 conversational management, politeness conventions, cross-cultural vari- ations, contrastive pragmatics; English/Italian naturally occurring service encounters  ... 

Page 324 of Linguistics and Language Behavior Abstracts: LLBA Vol. 23, Issue 1 [page]

1989 Linguistics and Language Behavior Abstracts: LLBA  
Roy’s Bonheur d'occasion (Happiness of Chance) example; 8901787 French orthographic structure, computer analysis; dictionary data; 8901571 French parts of speech semantic organization; word formation role  ...  Bresnan’s theory re- futed; Icelandic/Imbabura Quechua data; 8901128 communication object /communicative intention; communicative proce- dure/functional-semantic field; text type “person evaluation”; 8901115  ... 

Central Asia in the US Strategy: Semantic Analysis

O. Rakhmatulin, A. K. Kushkumbayev
2022 KazNU BULLETIN International relations and international law series  
One of the key elements of the semantic analysis of the strategy is the semantic core of the text.  ...  In turn, semantic analysis is designed to overcome the difference between semantic meaning, logic and semantic structure of the text.  ... 
doi:10.26577/irilj.2022.v98.i2.07 fatcat:jx5mozya5regtm633z4twml7wa

An overview of NexusLinguarum use cases: Current status and challenges

Sara Carvalho, Ilan Kernerman
2021 Zenodo  
More specifically, this UC focuses on the development of abusive language event representation and scales, based on the typology and severity of offensive content (see Likert scales -severity scales of  ...  Professor of Computer Science and Informatics at University of Ljubljana, Faculty of Computer and Information Science.  ...  Among other disciplinary approaches to study financial markets, computational linguistics has become increasingly powerful due to the availability of large text datasets pertaining the determinants of  ... 
doi:10.5281/zenodo.5729078 fatcat:t3z3chvtmjbofdyk72wxzofmku
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