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Cross-Lingual Romanian to English Question Answering at CLEF 2006 [chapter]

Georgiana Puşcaşu, Adrian Iftene, Ionuţ Pistol, Diana Trandabăţ, Dan Tufiş, Alin Ceauşu, Dan Ştefănescu, Radu Ion, Iustin Dornescu, Alex Moruz, Dan Cristea
<span title="">2007</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This paper describes the development of a Question Answering (QA) system and its evaluation results in the Romanian-English cross-lingual track organized as part of the CLEF 1 2006 campaign.  ...  The development stages of the cross-lingual Question Answering system are described incrementally throughout the paper, at the same time pinpointing the problems that occurred and the way they were addressed  ...  Special acknowledgements are addressed to Milen Kouylekov and Bernardo Magnini for providing us with the DIOGENE run, by processing the output of our question processor and term translation module with  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-74999-8_46">doi:10.1007/978-3-540-74999-8_46</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lf2suodyjrdvxhevt3hwequuiq">fatcat:lf2suodyjrdvxhevt3hwequuiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808165942/http://clg.wlv.ac.uk/~georgie/papers/puscasu_clef_2006_springer.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/f7/e8f7b0b4eeb9a0d853e9fd78e5b6019b24184d84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-74999-8_46"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Overview of the Clef 2008 Multilingual Question Answering Track [chapter]

Pamela Forner, Anselmo Peñas, Eneko Agirre, Iñaki Alegria, Corina Forăscu, Nicolas Moreau, Petya Osenova, Prokopis Prokopidis, Paulo Rocha, Bogdan Sacaleanu, Richard Sutcliffe, Erik Tjong Kim Sang
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
to have been already thoroughly investigated in TREC campaigns, even though English was both source and target language in the cross-language tasks.  ...  As shown in Table 1 , 24 tasks were proposed and divided in:  7 CLEF 2004 6 13 CLEF 2005 8 15 CLEF 2006 7 17 As customary in recent campaigns, a monolingual English (EN) task was not available as it seems  ...  Paulo Rocha is thankful to the many useful comments and overall discussion with Diana Santos for the Portuguese part.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-04447-2_34">doi:10.1007/978-3-642-04447-2_34</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uyleg3mbnnbhnhgux735j3mdty">fatcat:uyleg3mbnnbhnhgux735j3mdty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20080214050314/http://www.linguateca.pt/documentos/MagninietalRocha2006.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/9b/829bb4a4d6a6f511842884200d64ef82f61a0a3c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-04447-2_34"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Natural Language Question Answering in Open Domains

Dan Tufis
<span title="">2011</span> <i title="Institute of Mathematics and Computer Science of the Academy of Sciences of Moldova"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xdcxxn6dzrcflkahbh3lz5z5ja" style="color: black;">Computer Science Journal of Moldova</a> </i> &nbsp;
This paper reports on the construction and testing of a Question Answering (QA) system which builds on several web services developed at the Research Institute for Artificial Intelligence (ICIA/RACAI).  ...  Unlike the standard search engines, based on the latest Information Retrieval (IR) methods, open domain question-answering systems are expected to deliver not a list of documents that might be relevant  ...  ., 2006) comprising of 10714 pairs of English-Romanian documents conforming to the TEI format specifications 2 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://doaj.org/article/3790532951444ce39452ea3a5b9dde9a">doaj:3790532951444ce39452ea3a5b9dde9a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zrz27mx2v5aaxofu6ju3aibx6y">fatcat:zrz27mx2v5aaxofu6ju3aibx6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171202063627/http://www.math.md/files/csjm/v19-n2/v19-n2-(pp146-164).pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/ed/6cedb78ef54f79f31193412ffd8c0ae9b5ff8710.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

EuroGOV: Engineering a Multilingual Web Corpus [chapter]

Börkur Sigurbjörnsson, Jaap Kamps, Maarten de Rijke
<span title="">2006</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
EuroGOV is a multilingual web corpus that was created to serve as the document collection for WebCLEF, the CLEF 2005 web retrieval task.  ...  In view of the linguistic diversity of the European web and its searchers, a cross-lingual web retrieval task, called WebCLEF, was launched at CLEF 2005 [3] .  ...  Language identification tool, 2006. URL: http://odur.let.rug.nl/ vannoord/TextCat/. [5] WebCLEF. Cross-lingual web retrieval, 2006. URL: http://ilps.science.uva. nl/WebCLEF/.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11878773_90">doi:10.1007/11878773_90</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3lkfg5tqifco7inyvkne7a7e5a">fatcat:3lkfg5tqifco7inyvkne7a7e5a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830030028/https://staff.fnwi.uva.nl/m.derijke/wp-content/papercite-data/pdf/sigurbjornsson-eurogov-2006.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e1/b7/e1b71cd1b0a54671a168bd2083267a67ec10a82e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11878773_90"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Cross-language Information Retrieval [article]

Petra Galuščáková, Douglas W. Oard, Suraj Nair
<span title="2021-11-10">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This chapter reviews the state of the art for cross-language information retrieval and outlines some open research questions.  ...  When the documents to be searched are in a language not known by the searcher, neither assumption is true. In such cases, Cross-Language Information Retrieval (CLIR) is needed.  ...  Government is authorized to reproduce and distribute reprints for governmental purposes notwithstanding any copyright annotation therein.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05988v1">arXiv:2111.05988v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgnaux4lcbe5jlpczhbxka5cqq">fatcat:fgnaux4lcbe5jlpczhbxka5cqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211117113332/https://arxiv.org/pdf/2111.05988v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/fa/0bfa15b578e9e9d581c6579e94a0dbc01401eb4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05988v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Passage retrieval in legal texts

Paolo Rosso, Santiago Correa, Davide Buscaldi
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/anq6kvwvqbegtipq5vfhvonzqq" style="color: black;">The Journal of Logic and Algebraic Programming</a> </i> &nbsp;
Thanks to automatic analysis and Information Retrieval (IR) techniques, it is possible to filter out information that is not relevant, and therefore, to reduce the amount of documents that users need to  ...  browse to find the information they are looking for.  ...  The work of the second author has been possible thanks to a scholarship funded by Maat Gknowledge in the framework of the project with the Universidad Politécnica de Valencia Módulo de servicios semánticos  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jlap.2011.02.001">doi:10.1016/j.jlap.2011.02.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a54ajhkapbcyfijewi4i2oiixe">fatcat:a54ajhkapbcyfijewi4i2oiixe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170924020144/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/0ba/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMTU2NzgzMjYxMTAwMDAyNg%3D%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f2/7b/f27be9703b0eb5068e59f8549e8033e4d4885446.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jlap.2011.02.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Introduction to the Special Issue on Cross-Language Algorithms and Applications

Marta R. Costa-jussà, Srinivas Bangalore, Patrik Lambert, Lluís Màrquez, Elena Montiel-Ponsoda
<span title="2016-01-12">2016</span> <i title="AI Access Foundation"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4ax4efcwajcgvidb6hcg6mwx4a" style="color: black;">The Journal of Artificial Intelligence Research</a> </i> &nbsp;
development of the science of multi- and cross-lingualism.  ...  One of the current challenges for this discipline is to design methodologies and algorithms that are cross- language in order to create multilingual technologies rapidly.  ...  Acknowledgements The authors want to thank Dan Roth, Mark Sammons and an anonymous reviewer for their useful comments and suggestions on previous versions of this document.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1613/jair.5022">doi:10.1613/jair.5022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h63kjmerufgkxh3qstvegklcyy">fatcat:h63kjmerufgkxh3qstvegklcyy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430025717/https://upcommons.upc.edu/bitstream/handle/2117/102165/JAIR.pdf;jsessionid=221C66CE75937CBEB190535A8491D2FC?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/d3/45d3ed0622df0e69f3ae020f62693fc8bfd7affa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1613/jair.5022"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Web 2.0, Language Resources and standards to automatically build a multilingual Named Entity Lexicon

Antonio Toral, Sergio Ferrández, Monica Monachini, Rafael Muñoz
<span title="2011-06-18">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qiptgj2ubngu3hrrsrkbdvpchi" style="color: black;">Language Resources and Evaluation</a> </i> &nbsp;
Finally, in order to check the usefulness of the constructed resource, we apply it into a state-of-the-art Question Answering system and evaluate its impact; the NE lexicon improves the system's accuracy  ...  The resulting resource contains 974,567, 137,583 and 125,806 NEs for English, Spanish and Italian respectively.  ...  BRILIW was presented at CLEF 2006 being ranked first in the bilingual English-Spanish QA task Ferrández et al, 2006) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10579-011-9148-x">doi:10.1007/s10579-011-9148-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4mgqrfve2vdpxbxr2ms3gdyshu">fatcat:4mgqrfve2vdpxbxr2ms3gdyshu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921210332/http://doras.dcu.ie/16466/1/Web_2.0%2C_Language_Resources_and_standards_to_automatically_build_a_multilingual_Named_Entity_Lexicon.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/aa/e8aad41d2a1948009c10ced7f11326c34bd4ecf8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10579-011-9148-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

University of Wolverhampton at CLEF 2007 [chapter]

Georgiana Puşcaşu, Constantin Orăsan
<i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We approached the Romanian to English cross-lingual task with a Question Answering (QA) system that processes a question in the source language (i.e.  ...  This paper reports on the participation of the University of Wolverhampton in the Multiple Language Question Answering (QA@CLEF) track of the CLEF 2007 campaign.  ...  Last year, a new Romanian-to-English (RO-EN) cross-lingual QA task was organised for the first time within the context of the CLEF campaign [10] , and it consisted of retrieving answers to Romanian questions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-85760-0_36">doi:10.1007/978-3-540-85760-0_36</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/obh5thjvenezfjwgyvjccvkiva">fatcat:obh5thjvenezfjwgyvjccvkiva</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809083402/http://clg.wlv.ac.uk/~georgie/papers/puscasu_clef_2007_springer.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/83/7d/837de976953f4245acfe1c1999790a661d78ebf7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-85760-0_36"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Mining Documents and Sentiments in Cross-lingual Context

Motaz Saad
<span title="2016-04-27">2016</span> <i title="Figshare"> Figshare </i> &nbsp;
Then, we propose a cross-lingual sentiment annotation method to label source and target documents with sentiments.  ...  Second, we present a cross-lingual document similarity measure to automatically retrieve and align comparable documents.  ...  [Ion et al., 2010] collected English-Romanian corpus.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.3204040.v1">doi:10.6084/m9.figshare.3204040.v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5kb4k2kylnc7nhdumanxjw5wpe">fatcat:5kb4k2kylnc7nhdumanxjw5wpe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200220192507/https://s3-eu-west-1.amazonaws.com/pfigshare-u-files/5029006/saad_phd_2015.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2a/61/2a612b6a66199be147d07481dd74c04639de3321.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.3204040.v1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> figshare.com </button> </a>

The challenging task of summary evaluation: an overview

Elena Lloret, Laura Plaza, Ahmet Aker
<span title="2017-09-02">2017</span> <i title="Springer Nature America, Inc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qiptgj2ubngu3hrrsrkbdvpchi" style="color: black;">Language Resources and Evaluation</a> </i> &nbsp;
To this end, researchers must be aware of the evaluation metrics, approaches, and datasets that are available, in order to decide which of them would be the most suitable to use, or to be able to propose  ...  To perform an adequate evaluation is of great relevance to ensure that automatic summaries can be useful for the context and/or application they are generated for.  ...  Given the multilinguality of this corpus, it is very useful to evaluate multi-lingual or cross-lingual summarizers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10579-017-9399-2">doi:10.1007/s10579-017-9399-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tduxzlv2hfbfvd6evzoxn5xibu">fatcat:tduxzlv2hfbfvd6evzoxn5xibu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722145507/https://rua.ua.es/dspace/bitstream/10045/71549/2/2017_Lloret_etal_LangResources&amp;Evaluation_preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/33/53/3353d2823b0071519350e235cee4be756eba651e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10579-017-9399-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Multilingual native language identification

SHERVIN MALMASI, MARK DRAS
<span title="2015-12-02">2015</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ugfrgjxxffftblvvdh5ko6pyum" style="color: black;">Natural Language Engineering</a> </i> &nbsp;
Most research to date has focused on English but there is a need to apply NLI to other languages, not only to gauge its applicability but also to aid in teaching research for other emerging languages.  ...  We also tackle two questions that have not previously been addressed for NLI.  ...  Acknowledgements We would like to thank the anonymous reviewers for their extensive and constructive comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1351324915000406">doi:10.1017/s1351324915000406</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q2m6p3lojvgbllapkhv6n56roe">fatcat:q2m6p3lojvgbllapkhv6n56roe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181030081844/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9A67BA23C7171731D1D5B659F0F52C2A/S1351324915000406a.pdf/div-class-title-multilingual-native-language-identification-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/f2/e3f2c9751e5adc6d197d0f75561d338308eb138e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1351324915000406"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis [article]

Johannes Bjerva
<span title="2017-11-03">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In the short term, answering the specific research questions posed should be of use to NLP researchers working towards the same goal.  ...  The traditional approach in NLP is to consider a single task for a single language at a time.  ...  Cross-lingual Semantic Textual Similarity We will now look at the task of (cross-lingual) STS in more detail.  ... 
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Multimodal machine translation through visuals and speech

Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
<span title="2020-08-13">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y5uhxlnzh5g2xmblon2lrbuzjm" style="color: black;">Machine Translation</a> </i> &nbsp;
These tasks are distinguished from their monolingual counterparts of speech recognition, image captioning, and video captioning by the requirement of models to generate outputs in a different language.  ...  This survey reviews the major data resources for these tasks, the evaluation campaigns concentrated around them, the state of the art in end-to-end and pipeline approaches, and also the challenges in performance  ...  We would also like to thank Maarit Koponen for her valuable feedback and her help in establishing our discussions of machine translation evaluation.  ... 
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Multimodal Machine Translation through Visuals and Speech

Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
<span title="2019-11-28">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
These tasks are distinguished from their monolingual counterparts of speech recognition, image captioning, and video captioning by the requirement of models to generate outputs in a different language.  ...  This survey reviews the major data resources for these tasks, the evaluation campaigns concentrated around them, the state of the art in end-to-end and pipeline approaches, and also the challenges in performance  ...  We would also like to thank Maarit Koponen for her valuable feedback and her help in establishing our discussions of machine translation evaluation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3690791">doi:10.5281/zenodo.3690791</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/otdy5i33fzfsnnbb3xgb6zph6q">fatcat:otdy5i33fzfsnnbb3xgb6zph6q</a> </span>
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