The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing
The NLP4NLP corpus contains articles published in 34 major conferences and journals in the field of speech and natural language processing over a period of 50 years (1965–2015), comprising 65,000 documents, gathering 50,000 authors, including 325,000 references and representing ~270 million words. T...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2019-02-01
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| Series: | Frontiers in Research Metrics and Analytics |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/article/10.3389/frma.2018.00037/full |
| _version_ | 1818673056129744896 |
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| author | Joseph Mariani Gil Francopoulo Patrick Paroubek Frédéric Vernier |
| author_facet | Joseph Mariani Gil Francopoulo Patrick Paroubek Frédéric Vernier |
| author_sort | Joseph Mariani |
| collection | DOAJ |
| description | The NLP4NLP corpus contains articles published in 34 major conferences and journals in the field of speech and natural language processing over a period of 50 years (1965–2015), comprising 65,000 documents, gathering 50,000 authors, including 325,000 references and representing ~270 million words. This paper presents an analysis of this corpus regarding the evolution of the research topics, with the identification of the authors who introduced them and of the publication where they were first presented, and the detection of epistemological ruptures. Linking the metadata, the paper content and the references allowed us to propose a measure of innovation for the research topics, the authors and the publications. In addition, it allowed us to study the use of language resources, in the framework of the paradigm shift between knowledge-based approaches and content-based approaches, and the reuse of articles and plagiarism between sources over time. Numerous manual corrections were necessary, which demonstrated the importance of establishing standards for uniquely identifying authors, articles, resources or publications. |
| first_indexed | 2024-12-17T07:49:43Z |
| format | Article |
| id | doaj.art-2f904a75886f4100aff49b938b2bcbdb |
| institution | Directory Open Access Journal |
| issn | 2504-0537 |
| language | English |
| last_indexed | 2024-12-17T07:49:43Z |
| publishDate | 2019-02-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Research Metrics and Analytics |
| spelling | doaj.art-2f904a75886f4100aff49b938b2bcbdb2022-12-21T21:57:53ZengFrontiers Media S.A.Frontiers in Research Metrics and Analytics2504-05372019-02-01310.3389/frma.2018.00037357846The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language ProcessingJoseph Mariani0Gil Francopoulo1Patrick Paroubek2Frédéric Vernier3LIMSI-CNRS, Université Paris-Saclay, Orsay, FranceTagmatica, Paris, FranceLIMSI-CNRS, Université Paris-Saclay, Orsay, FranceLIMSI-CNRS, Université Paris-Saclay, Orsay, FranceThe NLP4NLP corpus contains articles published in 34 major conferences and journals in the field of speech and natural language processing over a period of 50 years (1965–2015), comprising 65,000 documents, gathering 50,000 authors, including 325,000 references and representing ~270 million words. This paper presents an analysis of this corpus regarding the evolution of the research topics, with the identification of the authors who introduced them and of the publication where they were first presented, and the detection of epistemological ruptures. Linking the metadata, the paper content and the references allowed us to propose a measure of innovation for the research topics, the authors and the publications. In addition, it allowed us to study the use of language resources, in the framework of the paradigm shift between knowledge-based approaches and content-based approaches, and the reuse of articles and plagiarism between sources over time. Numerous manual corrections were necessary, which demonstrated the importance of establishing standards for uniquely identifying authors, articles, resources or publications.https://www.frontiersin.org/article/10.3389/frma.2018.00037/fullspeech processingnatural language processingtext analyticsbibliometricsscientometricsinformetrics |
| spellingShingle | Joseph Mariani Gil Francopoulo Patrick Paroubek Frédéric Vernier The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing Frontiers in Research Metrics and Analytics speech processing natural language processing text analytics bibliometrics scientometrics informetrics |
| title | The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing |
| title_full | The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing |
| title_fullStr | The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing |
| title_full_unstemmed | The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing |
| title_short | The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing |
| title_sort | nlp4nlp corpus ii 50 years of research in speech and language processing |
| topic | speech processing natural language processing text analytics bibliometrics scientometrics informetrics |
| url | https://www.frontiersin.org/article/10.3389/frma.2018.00037/full |
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