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List of single-word male and female occupations in Slovenian
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Exploring Different Methods for Solving Analogies with Portuguese Word Embeddings ...
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Abstract:
A common way of assessing static word embeddings is to use them for solving analogies of the kind "what is to king as man is to woman?". For this purpose, the vector offset method (king - man + woman = queen), also known as 3CosAdd, has been effectively used for solving analogies and assessing different models of word embeddings in different languages. However, some researchers pointed out that this method is not the most effective for this purpose. Following this, we tested alternative analogy solving methods (3CosMul, 3CosAvg, LRCos) in Portuguese word embeddings and confirmed the previous statement. Specifically, those methods are used to answer the Portuguese version of the Google Analogy Test, dubbed LX-4WAnalogies, which covers syntactic and semantic analogies of different kinds. We discuss the accuracy of different methods applied to different models of embeddings and take some conclusions. Indeed, all methods outperform 3CosAdd, and the best performance is consistently achieved with LRCos, in GloVe. ...
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Keyword:
analogies; Computing methodologies → Lexical semantics; Portuguese; semantic relations; syntactic relations; word embeddings
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URL: https://drops.dagstuhl.de/opus/volltexte/2020/13022/ https://dx.doi.org/10.4230/oasics.slate.2020.9
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Quelques procédés de traduction de l’arabe vers le français : Cas du « Discours décisif » d’Averroès ...
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Pour une fin des analogies : « gouvernement révolutionnaire » et « état d'exception » dans la Révolution française
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In: L’exception politique en révolution. Pensées et pratiques (1789-1917) ; https://hal-ens-lyon.archives-ouvertes.fr/ensl-02275569 ; Biard, Michel; Ducange, Jean-Numa. L’exception politique en révolution. Pensées et pratiques (1789-1917), Presses universitaires de Rouen et du Havre, pp.16-24, 2019, Changer d'époque, 979-10-240-1297-1 ; http://grhis.univ-rouen.fr/grhis/?p=14917 (2019)
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Case-Based Translation: First Steps from a Knowledge-Light Approach Based on Analogy to a Knowledge-Intensive One
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In: ICCBR 2018 - 26th International Conference on Case-Based Reasoning ; https://hal.inria.fr/hal-01906528 ; ICCBR 2018 - 26th International Conference on Case-Based Reasoning, Jul 2018, Stockholm, Sweden (2018)
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Actualización del papel de las analogías verbales y su capacidad predictiva sobre la prueba final de la ESO ; Updating of the role of verbal analogies and their predictive capacity on final ESO exam
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Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings
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The relationship between American Sign Language vocabulary and the development of language-based reasoning skills in deaf children
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ГАСТРОНОМИЧЕСКИЕ РУСИЗМЫ В НЕМЕЦКОМ ЯЗЫКЕ. ЛЕКСИЧЕСКИЙ СОСТАВ. СЕМАНТИЧЕСКИЕ АНАЛОГИИ
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Unity and disunity in evolutionary sciences: process-based analogies open common research avenues for biology and linguistics
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In: ISSN: 1745-6150 ; Biology Direct ; https://hal.sorbonne-universite.fr/hal-01378396 ; Biology Direct, BioMed Central, 2016, 11, pp.39. ⟨10.1186/s13062-016-0145-2⟩ (2016)
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A New Take on John Maynard Smith's Concept of Protein Space for Understanding Molecular Evolution
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Unity and disunity in evolutionary sciences: process-based analogies open common research avenues for biology and linguistics
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In: ISSN: 1745-6150 ; Biology Direct ; https://hal.sorbonne-universite.fr/hal-01378396 ; Biology Direct, BioMed Central, 2016, 11, pp.39. ⟨10.1186/s13062-016-0145-2⟩ (2016)
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From formal concepts to analogical complexes
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In: The 12th International Conference on Concept Lattices and their Applications ; CLA 2015 ; https://hal.inria.fr/hal-01198943 ; CLA 2015, LIMOS, CNRS et Université Blaise Pascal, Oct 2015, Clermont-Ferrand, France. pp.12 ; http://cla2015.isima.fr/ (2015)
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The Impact Of Object Type On The Spatial Analogies In Korean Preschool Children
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Training Cyber Warriors: What Can Be Learned from Defense Language Training?
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In: DTIC (2015)
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Error analysis of expressive analogy task in Spanish-English bilingual school age children with and without specific language impairment
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Spontaneous Analogy by Piggybacking on a Perceptual System
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In: DTIC (2013)
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Os efeitos das analogias saussurianas na reflexão sobre aquisição da linguagem ; Saussurian analogies and their effects in reflection about language acquisition
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