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Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications [article]

Jiaxin Pei, David Jurgens
2021 arXiv   pre-print
Here, we introduce a new study of certainty that models both the level and the aspects of certainty in scientific findings.  ...  Both the model and datasets used in this paper are released at https://blablablab.si.umich.edu/projects/certainty/.  ...  This material is based upon work supported by the National Science Foundation under Grant No. 1850221, the Volkswagen Foundation, and Rackham Graduate Student Research Grant at the University of Michigan  ... 
arXiv:2109.14776v2 fatcat:chnc46u5njfwxotmzuqat3zfqa

Multi-level mining and visualization of scientific text collections

Pablo Accuosto, Francesco Ronzano, Daniel Ferrés, Horacio Saggion
2017 Proceedings of the 6th International Workshop on Mining Scientific Publications - WOSP 2017  
The paper presents a case study of a bilingual collection in the field of Natural Language Processing (NLP).  ...  We present a system to mine and visualize collections of scientific documents by semantically browsing information extracted from single publications or aggregated throughout corpora of articles.  ...  exploration of large collections of full scientific articles; (3) A case study in the NLP area to demonstrate the added value of our approach.  ... 
doi:10.1145/3127526.3127529 dblp:conf/jcdl/AccuostoRFS17 fatcat:u7e5niope5conmovgpjxslk3im

Citation impacts revisited: how novel impact measures reflect interdisciplinarity and structural change at the local and global level [article]

Michel Zitt, Jean-Philippe Cointet
2013 arXiv   pre-print
The variety of citation behavior across scientific fields is both a research topic in sociology of science, and a problem in scientific evaluation.  ...  At the science level, the variance of growth rate over domains is a proxy for change in the system, and the variance of balance a measure of inter-disciplinary dependences.  ...  Acknowledgements: The authors thank OST (S. Ramanana and G. Filliatreau) for help in providing aggregated data and bases of nomenclature. Modifications are the responsibility of the authors.  ... 
arXiv:1302.4384v2 fatcat:ubfvsmxac5fejbhvaw53726ury

The Effects of Polish-Chinese Language Tandem Work at Tertiary Level

Elżbieta Gajek
2014 US-China Education Review. A  
The research aims at investigating the role of international collaboration at tertiary educational level to develop linguistic, intercultural, and technical competences in two groups of students from  ...  The results of the case study show students' engagement in the task and their positive attitudes towards collaborative work between the two groups of students from the geographically distant universities  ...  In one case, a student also appreciated the high level of understanding of the linguisic barriers showed by her Chinese partner.  ... 
doi:10.17265/2161-623x/2014.03a.007 fatcat:rexkajfgdbbprcak4belt63m3e

Curriculum Integration in Distance Learning at Primary and Secondary Educational Levels on the Example of eTwinning Projects

Elżbieta Gajek
2017 Education Sciences  
The study shows various levels and perspectives of curriculum integration which take place in eTwinning projects.  ...  It also discusses the role of distance learning at primary and secondary educational levels.  ...  They are more engaged in building the international learning and teaching environment than researching it in a rigorous scientific study.  ... 
doi:10.3390/educsci8010001 fatcat:4evljcpnpnfnhlcfyz7fqfu45a

A Multi-level Annotated Corpus of Scientific Papers for Scientific Document Summarization and Cross-document Relation Discovery

Ahmed AbuRa'ed, Horacio Saggion, Luis Chiruzzo
2020 International Conference on Language Resources and Evaluation  
In order to allow the study of this specific problem, we have developed a manually annotated, machine readable data-set of related work sections, cited papers (e.g. references) and sentences, together  ...  The corpus alongside the gold standard are made available for use by the scientific community.  ...  Acknowledgments This work is (partly) supported by the Spanish Ministry of Economy and Competitiveness under the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502).  ... 
dblp:conf/lrec/AbuRaedSC20 fatcat:2bezlw5srzf6bornszgwxpuyqe

Detection and Analysis of Depression Level Using Social Media

Pragati J. Dhengale
2021 International Journal for Research in Applied Science and Engineering Technology  
Detection of depression through messages sent by a user on social media are often a fancy task because of the recognition and trends in them.  ...  This is often an enormous stockpile of information a couple of person's behaviour and might be used for detection of varied mental sicknesses (depression in our case) victimisation tongue process.  ...  NLTK is meant to support analysis and teaching in information science or closely connected areas, together with empirical linguistics, scientific discipline, computer science, info retrieval, and machine  ... 
doi:10.22214/ijraset.2021.37359 fatcat:ydr54tizzjacbbt2glblw2sssy

Paragraph-level Simplification of Medical Texts

Ashwin Devaraj, Iain Marshall, Byron Wallace, Junyi Jessy Li
2021 Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies  
In this work we introduce a new corpus of parallel texts in English comprising technical and lay summaries of all published evidence pertaining to different clinical topics.  ...  We then propose a new metric based on likelihood scores from a masked language model pretrained on scientific texts.  ...  We acknowledge the Texas Advanced Computing Center (TACC) at The University of Texas at Austin for providing HPC resources that have contributed to the research results reported within this paper.  ... 
doi:10.18653/v1/2021.naacl-main.395 pmid:35663507 pmcid:PMC9161242 fatcat:apyxhuu5u5cvxklows7bk4q6ne

EXPLORING THE LEVEL OF SPECIALISATION OF A CORPUS OF SCIENTIFIC TEXTS AND STUDENTS' PERCEPTIONS AND NEEDS IN AN ESP CONTEXT

Antonio Martínez Sáez
2018 Encuentro  
The incorporation of some original texts combining the academic component with a particular scientific domain can be seen as an opportunity, in higher education and, in particular, in an English for Specific  ...  This article investigates the degree of specialisation of some scientific texts that could be read and analysed in class in order to determine the pedagogical effect these might have when teaching the  ...  The main topics included in the corpus covered the three biotechnological branches offered at UPM; plant, medical, and computational.  ... 
doi:10.37536/ej.2018.27.1900 fatcat:5hlha3ugqfefhp2itlylr2agdm

Document-level translation quality estimation: exploring discourse and pseudo-references

Carolina Scarton, Lucia Specia
2014 European Association for Machine Translation Conferences/Workshops  
Predicting the quality of machine translations is a challenging topic.  ...  In addition, most work has targeted sentence-level quality prediction.  ...  Acknowledgements: This work was supported by the EXPERT (EU Marie Curie ITN No. 317471) project.  ... 
dblp:conf/eamt/ScartonS14 fatcat:oi5hseyl4fhlvnybbpw6p3khjq

Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose

Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
2013 Recent Advances in Natural Language Processing  
In this paper we present a case study focusing on the literature genre, in particular on Italian fictional prose, aimed at identifying the features characterizing this text type.  ...  Interestingly, the same multi-level set of linguistic features turned out to reliably capture variation within and across textual genres.  ...  Conclusion In this paper we reported the results of a case study focusing on the literature genre and aimed at carrying out "linguistic profiling" of literary texts as opposed to other textual genres such  ... 
dblp:conf/ranlp/dellOrlettaMV13 fatcat:5egrp4nr4navpdqs7glzb64eqi

Application of Computational Linguistics to Predicting Language Proficiency Level of Persian Learners' Textbooks

Masood Ghayoomi
2022 Journal of language horizons  
One subfield of assessment of language proficiency is predicting language proficiency level.This research aims at proposing a computational linguistic model to predict language proficiency level and to  ...  Furthermore, the average best performance of the classifiers is extending the linguistic knowledge from syntactic patterns at proficiency level A (beginner) to all linguistic information at levels B (intermediate  ...  Acknowledgement This research is funded by Iran National Science Foundation (INSF) for the research proposal number 97000696.  ... 
doi:10.22051/lghor.2021.32656.1354 doaj:3b5a424d0cfd467eae26ef34a8aa52ca fatcat:44j6omndujcsdf5lx5opxncawm

Cognitive Systems: Toward Human-Level Functionality

Sergei Nirenburg
2017 The AI Magazine  
The purpose of this article is to present a bird's-eye view of the cognitive science research community  ...  Any opinions or findings expressed in this material are those of the author and do not necessarily reflect the views of the Office of Naval Research.  ...  Acknowledgments This research was supported in part by Grant #N00014-16-1-2118 from the US Office of Naval Research.  ... 
doi:10.1609/aimag.v38i4.2760 fatcat:r472tgkxovd7hnboeo6emlyczq

Revisiting Computer-Assisted Language Teaching: What Else Do Tertiary-Level EFL Teachers Need to Know?

Xiaodong Zhang
2021 International Journal of Emerging Technologies in Learning (iJET)  
Computer-assisted language teaching (CALT) is widely used in teaching English as a foreign language (EFL) in college.  ...  As such, this paper introduces systemic functional linguistics and argues for its use as a complementary tool for students' improved engagement in CALT.  ...  For example, in a science context where the meaning is related to a scientific topic, the text will consist of logically related, compact, and precise ideas [13] .  ... 
doi:10.3991/ijet.v16i15.21815 fatcat:xerrnc77l5a27p67urwwvfjnbe

Towards Real-Time, Country-Level Location Classification of Worldwide Tweets [article]

Arkaitz Zubiaga, Alex Voss, Rob Procter, Maria Liakata, Bo Wang, Adam Tsakalidis
2017 arXiv   pre-print
the country level, which is so far unexplored in a real-time scenario.  ...  In contrast to much previous work that has focused on location classification of tweets restricted to a specific country, here we undertake the task in a broader context by classifying global tweets at  ...  ACKNOWLEDGMENTS This work has been supported by the PHEME FP7 project (grant No. 611233), the Warwick University Higher Education Impact Fund, an ESRC Impact Acceleration Award, EPSRC Impact Acceleration  ... 
arXiv:1604.07236v3 fatcat:76st2j3xzvekbncnsphbnlby64
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