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PEDIVHANDI: Multimodal Indexation and Retrieval System for Lecture Videos
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In: ISSN: 1868-5137 ; EISSN: 1868-5145 ; Journal of Ambient Intelligence and Humanized Computing ; https://hal.archives-ouvertes.fr/hal-02519310 ; Journal of Ambient Intelligence and Humanized Computing, Springer, 2013, 3 (4), pp.382-393. ⟨10.1007/978-3-642-37444-9_30⟩ (2013)
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Some issues affecting the transcription of hungarian broadcast audio
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In: Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-01843430 ; Annual Conference of the International Speech Communication Association , Aug 2013, Lyon, France (2013)
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Incorporating Named Entity Recognition into the Speech Transcription Process
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In: Interspeech 2013 ; Interspeech ; https://hal.archives-ouvertes.fr/hal-01433438 ; Interspeech, 2013, Lyon, France (2013)
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A Machine Learning Based Approach for Vocabulary Selection for Speech Transcription
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In: TSD - 16th International Conference on Text, Speech and Dialogue - 2013 ; https://hal.inria.fr/hal-00834302 ; TSD - 16th International Conference on Text, Speech and Dialogue - 2013, Sep 2013, Pilsen, Czech Republic. pp.60-67 ; http://link.springer.com/chapter/10.1007%2F978-3-642-40585-3_9 (2013)
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Directional Discrete Cosine Transform for Handwritten Script Identification
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In: International Conference on Document Analysis and Recognition ; https://hal.inria.fr/hal-00826298 ; 2013 (2013)
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Two-dimensional (2D) languages and application to handwritten graphical parsing
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In: https://hal.archives-ouvertes.fr/hal-00861080 ; 2013 (2013)
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Incorporating Named Entity Recognition into the Speech Transcription Process
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In: Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech'13) ; https://hal.archives-ouvertes.fr/hal-00843211 ; Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech'13), Aug 2013, Lyon, France. pp.3732-3736 (2013)
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A Comparison of Named Entity Recognition Tools Applied to Biographical Texts
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In: 2nd International Conference on Systems and Computer Science ; https://hal.archives-ouvertes.fr/hal-00849797 ; 2nd International Conference on Systems and Computer Science, Aug 2013, Villeneuve d'Ascq, France. 6p (2013)
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Abstract:
International audience ; Named entity recognition (NER) is a popular domain of natural language processing. For this reason, many tools exist to perform this task. Amongst other points, they differ in the processing method they rely upon, the entity types they can detect, the nature of the text they can handle, and their input/output formats. This makes it difficult for a user to select an appropriate NER tool for a specific situation. In this article, we try to answer this question in the context of biographic texts. For this matter, we first constitute a new corpus by annotating Wikipedia articles. We then select publicly available, well known and free for research NER tools for comparison: Stanford NER, Illinois NET, OpenCalais NER WS and Alias-i LingPipe. We apply them to our corpus, assess their performances and compare them. When considering overall performances, a clear hierarchy emerges: Stanford has the best results, followed by LingPipe, Illionois and OpenCalais. However, a more detailed evaluation performed relatively to entity types and article categories highlights the fact their performances are diversely influenced by those factors. This complementarity opens an interesting perspective regarding the combination of these individual tools in order to improve performance.
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Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Biography; Comparison; Corpus; Evaluation; Named entity recognition
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URL: https://hal.archives-ouvertes.fr/hal-00849797/document https://hal.archives-ouvertes.fr/hal-00849797/file/atdag2013a.pdf https://hal.archives-ouvertes.fr/hal-00849797
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Reading Comprehension in a Large Cohort of French First Graders from Low Socio-Economic Status Families: A 7-Month Longitudinal Study
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In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.archives-ouvertes.fr/hal-00906680 ; PLoS ONE, Public Library of Science, 2013, 8 (11), pp.e78608. ⟨10.1371/journal.pone.0078608⟩ (2013)
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Combination of Random Indexing based Language Model and N-gram Language Model for Speech Recognition
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In: INTERSPEECH 2013 ; INTERSPEECH - 14th Annual Conference of the International Speech Communication Association - 2013 ; https://hal.archives-ouvertes.fr/hal-00833898 ; INTERSPEECH - 14th Annual Conference of the International Speech Communication Association - 2013, Aug 2013, Lyon, France (2013)
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