A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon
International audience In this paper, we describe and evaluate an unsupervised method for cquiring pairs of lexical entries belonging to the same morphological family, i.e., derivationally related words, starting from a purely inflectional lexicon. Our approach relies on transformation rules that re...
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ftunivnantes:oai:HAL:hal-01002723v1 2023-05-15T16:49:26+02:00 A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon Baranes, Marion Sagot, Benoît Analyse Linguistique Profonde à Grande Echelle Large-scale deep linguistic processing (ALPAGE) Inria Paris-Rocquencourt Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Paris Diderot - Paris 7 (UPD7) Viavoo Boulogne Billancourt Reykjavik, Iceland 2014-05-26 https://hal.inria.fr/hal-01002723 https://hal.inria.fr/hal-01002723/document https://hal.inria.fr/hal-01002723/file/lrec14_famillemorpho.pdf en eng HAL CCSD hal-01002723 https://hal.inria.fr/hal-01002723 https://hal.inria.fr/hal-01002723/document https://hal.inria.fr/hal-01002723/file/lrec14_famillemorpho.pdf info:eu-repo/semantics/OpenAccess Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) https://hal.inria.fr/hal-01002723 Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), May 2014, Reykjavik, Iceland http://www.lrec-conf.org/proceedings/lrec2014/pdf/379_Paper.pdf Formal Analogy Morphological Analysis Derivational Relation [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing info:eu-repo/semantics/conferenceObject Conference papers 2014 ftunivnantes 2022-11-02T02:24:12Z International audience In this paper, we describe and evaluate an unsupervised method for cquiring pairs of lexical entries belonging to the same morphological family, i.e., derivationally related words, starting from a purely inflectional lexicon. Our approach relies on transformation rules that relate lexical entries with the one another, and which are automatically extracted from the inflected lexicon based on surface form analogies and on part-of-speech information. It is generic enough to be applied to any language with a mainly concatenative derivational morphology. Results were obtained and evaluated on English, French, German and Spanish. Precision results are satisfying, and our French results favorably compare with another resource, although its construction relied on manually developed lexicographic information whereas our approach only requires an inflectional lexicon. Conference Object Iceland Université de Nantes: HAL-UNIV-NANTES |
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Université de Nantes: HAL-UNIV-NANTES |
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ftunivnantes |
language |
English |
topic |
Formal Analogy Morphological Analysis Derivational Relation [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing |
spellingShingle |
Formal Analogy Morphological Analysis Derivational Relation [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing Baranes, Marion Sagot, Benoît A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
topic_facet |
Formal Analogy Morphological Analysis Derivational Relation [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing |
description |
International audience In this paper, we describe and evaluate an unsupervised method for cquiring pairs of lexical entries belonging to the same morphological family, i.e., derivationally related words, starting from a purely inflectional lexicon. Our approach relies on transformation rules that relate lexical entries with the one another, and which are automatically extracted from the inflected lexicon based on surface form analogies and on part-of-speech information. It is generic enough to be applied to any language with a mainly concatenative derivational morphology. Results were obtained and evaluated on English, French, German and Spanish. Precision results are satisfying, and our French results favorably compare with another resource, although its construction relied on manually developed lexicographic information whereas our approach only requires an inflectional lexicon. |
author2 |
Analyse Linguistique Profonde à Grande Echelle Large-scale deep linguistic processing (ALPAGE) Inria Paris-Rocquencourt Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Paris Diderot - Paris 7 (UPD7) Viavoo Boulogne Billancourt |
format |
Conference Object |
author |
Baranes, Marion Sagot, Benoît |
author_facet |
Baranes, Marion Sagot, Benoît |
author_sort |
Baranes, Marion |
title |
A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
title_short |
A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
title_full |
A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
title_fullStr |
A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
title_full_unstemmed |
A Language-Independent Approach to Extracting Derivational Relations from an Inflectional Lexicon |
title_sort |
language-independent approach to extracting derivational relations from an inflectional lexicon |
publisher |
HAL CCSD |
publishDate |
2014 |
url |
https://hal.inria.fr/hal-01002723 https://hal.inria.fr/hal-01002723/document https://hal.inria.fr/hal-01002723/file/lrec14_famillemorpho.pdf |
op_coverage |
Reykjavik, Iceland |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) https://hal.inria.fr/hal-01002723 Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), May 2014, Reykjavik, Iceland http://www.lrec-conf.org/proceedings/lrec2014/pdf/379_Paper.pdf |
op_relation |
hal-01002723 https://hal.inria.fr/hal-01002723 https://hal.inria.fr/hal-01002723/document https://hal.inria.fr/hal-01002723/file/lrec14_famillemorpho.pdf |
op_rights |
info:eu-repo/semantics/OpenAccess |
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1766039573367881728 |