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81
Inducing Language-Agnostic Multilingual Representations ...
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82
Denoising Word Embeddings by Averaging in a Shared Space ...
Abstract: We introduce a new approach for smoothing and improving the quality of word embeddings. We consider a method of fusing word embeddings that were trained on the same corpus but with different initializations. We project all the models to a shared vector space using an efficient implementation of the Generalized Procrustes Analysis (GPA) procedure, previously used in multilingual word translation. Our word representation demonstrates consistent improvements over the raw models as well as their simplistic average, on a range of tasks. As the new representations are more stable and reliable, there is a noticeable improvement in rare word evaluations. ...
Keyword: Computational Linguistics; Data Management System; FOS Languages and literature; Linguistics; Natural Language Processing; Semantics; Translation Studies
URL: https://underline.io/lecture/29783-denoising-word-embeddings-by-averaging-in-a-shared-space
https://dx.doi.org/10.48448/d58f-5y40
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83
LINGUOCOLOGY (LANGUAGE ECOLOGY): DEVELOPMENT PROSPECTS ...
Shoshin, Serguei. - : figshare, 2021
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84
STUDIES OF OBSCENE VOCABULARY: PROBLEMS AND DEVELOPMENT PROSPECTS ...
Shoshin, Serguei. - : figshare, 2021
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85
LINGUOCOLOGY (LANGUAGE ECOLOGY): DEVELOPMENT PROSPECTS ...
Shoshin, Serguei. - : figshare, 2021
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86
STUDIES OF OBSCENE VOCABULARY: PROBLEMS AND DEVELOPMENT PROSPECTS ...
Shoshin, Serguei. - : figshare, 2021
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87
Reconstructing collaborative (self-)translations from the archive: The case of Samuel Beckett
Verhulst, Pim; Beloborodova, Olga; Van Hulle, Dirk. - : Les Presses de l’Université de Montréal, 2021. : Érudit, 2021
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88
The Queer Turn of Video Game Localization ¿Fills You With Determination¿: A Case Study of Undertale
Báez Humanes, Olga. - : Universitat Oberta de Catalunya (UOC), 2021
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89
Further Reflections on Zhi Qian’s Foshuo Pusa Benye Jing: Some Terminological Questions
In: Religions ; Volume 12 ; Issue 8 (2021)
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90
Tipps für Deutsch als Fremdsprache Online. Deutsch als 1. und 2 Fremdsprache. Deutsch B, Deutsch C Onlinematerial für den Unterricht
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91
Tipps für Deutsch als Fremdsprache Online. Deutsch als 1. und 2 Fremdsprache. Deutsch B, Deutsch C Onlinematerial für den Unterricht
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92
Tipps für Deutsch als Fremdsprache Online. Deutsch als 1. und 2 Fremdsprache. Deutsch B, Deutsch C Onlinematerial für den Unterricht
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93
Tipps für Deutsch als Fremdsprache Online. Deutsch als 1. und 2 Fremdsprache. Deutsch B, Deutsch C Onlinematerial für den Unterricht
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94
Commentaries as nexus of information ; Commentaries as nexus of information: How transmitted classical texts carried sets of knowledge along with hermeneutics
In: Dynamics of knowledge transmission and linguistic transformation in Chinese textual cultures ; https://hal.archives-ouvertes.fr/hal-03518968 ; Dynamics of knowledge transmission and linguistic transformation in Chinese textual cultures, Rainier Lanselle; Barbara Bisetto, Jun 2021, Verona, Italy (2021)
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95
Plant poster: Devil's claw (Bilingual Ju|'hoansi and English with QR codes) ...
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96
Development of a digital dictionary for N|uu ...
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97
Plant poster: Devil's claw (Bilingual Ju|'hoansi and English with QR codes) ...
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98
Plant poster: Devil's Claw (Bilingual Ju|'hoansi and English with embedded audio) ...
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99
Plant poster: Devil's Claw (Bilingual Ju|'hoansi and English with embedded audio) ...
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100
À mon fils à l'aube du troisième millénaire de Gilbert Sinoué Traduction vers l'arabe suivie d'une étude linguistique et thématique.pdf ...
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