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Ditemukan 3975 dokumen yang sesuai dengan query
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Cambridge: Cambridge University Press, 2015
404.2 MUL
Buku Teks SO  Universitas Indonesia Library
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Danuta Gabrys-Barker
"This book depicts the phenomenon of cross-linguistic influences in the specific context of multilingual language acquisition. It consists of articles on various issues relating to the syntactic and lexical development of foreign language learners from different L1 backgrounds, in many cases involving languages which are typologically distant from English, such as Russian, Croatian, Greek and Portuguese. Individual chapters highlight different areas expected to be especially transfer-prone at the level of grammatical and lexical transfer in particular contexts of language contact."
Berlin: Springer, 2012
e20399834
eBooks  Universitas Indonesia Library
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Cook, Guy W.D.
ew York: Oxford University Press, 2000
402 Coo l
Buku Teks  Universitas Indonesia Library
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Illinois: National Council of Teachers of English, 1968
407 LAN
Buku Teks SO  Universitas Indonesia Library
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Cook, Vivian
London: Edward Arnold, 2001
401.93 COO s
Buku Teks  Universitas Indonesia Library
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Sugiri
"Sebagian besar studi terbaru dalam abstractive summarization melakukan pendekatan dengan melakukan fine-tuning pretrained language generation model (PLGM). PLGM yang digunakan biasanya merupakan versi monolingual, yang hanya memiliki informasi bahasa yang sesuai dengan dataset yang digunakan. Penelitian ini menggunakan PLGM berbasis multilingual, yang menghasilkan kinerja yang cukup kompetitif jika dibandingkan dengan solusi state-of-the-art yang ada. Dengan menggunakan PLGM berbasis multilingual manfaat yang dihasilkan akan berdampak lebih luas sebanyak informasi bahasa yang dimiliki oleh PLGM terkait. Teknik CTRLSum, yaitu penambahan keyphrase di awal source document, terbukti dapat membuat PLGM menghasilkan summary sesuai dengan keyphrase yang disertakan. Penelitian ini menggunakan teknik mCTRLSum, yaitu teknik CTRLSum dengan menggunakan multilingual PLGM. Untuk mendapatkan keyphrase, selain dengan menggunakan teknik keyphrase extraction (KPE) yang memilih kata yang ada di source document, juga digunakan teknik keyphrase generation (KPG) yaitu teknik pembangkitan suatu set kata/frasa berdasarkan suatu source document dataset berbahasa Inggris, tidak hanya dilatih menggunakan oracle keyphrase sebagai pseudo-target dari dataset summarization, model KPG juga dilatih menggunakan dataset khusus permasalahan KPG dengan domain dan bahasa yang sama. Dengan teknik mCTRLSum yang memanfaatkan oracle keyphrase,  penelitian ini mendeklarasikan batas atas solusi permasalahan abstractive summarization pada dataset Liputan6, dan XLSum berbahasa Inggris, Indonesia, Spanyol, dan Perancis dengan peningkatan terbesar pada dataset Liputan6 sebanyak 22.54 skor ROUGE-1, 18.36 skor ROUGE-2, 15.81 skor ROUGE-L, dan 7.16 skor BERTScore, dan rata-rata 9.36 skor ROUGE-1, 6.47 skor ROUGE-2, 6.68 skor ROUGE-L dan 3.14 BERTScore pada dataset XLSum yang digunakan pada penelitian ini.

Most of the recent studies in abstractive summarization approach by fine-tuning the pre-trained language generation model (PLGM). PLGM used is usually a monolingual version, which only has language information that corresponds to the dataset used. This study uses amultilingual-basedd PLGM, which results in quite competitive performance, compared to existing state-of-the-art solutions. Using a PLGM based on the multilingual benefits generated, it will have a wider impact as much as the language information base owned by the related PLGM. The CTRLSum technique, which is the addition of a keyphrase at the beginning of the source document, is proven to be able to make PLGM produce a summary according to the included keyphrase. This study uses the mCTRLsum technique, namely the CTRLsum technique using multilingual PLGM. To get thekey phrasee, in addition to using the keyphrase extraction (KPE) technique, the words in the source document, keyphrase generation (KPG) techniques are also used, namely the technique of generating a set of words/phrases based on a source document. On the English dataset, not only using the oracle keyphrase as the pseudo-target of the dataset summariza buttion, the KPG model also uses the dataset specifically for KPG problems with the same domain and language. With the mCTRLsum technique that utilizes the oracle keyphrase, this study declares the upper bound of the solution to the abstractive summarization problem in the Liputan6 and XLSum in English, Indonesian, Spanish, and French datasets with the highest increase in Liputan6 dataset of 22.54 ROUGE-1 score, 18.36 ROUGE-2 score, 15.81 ROUGE-L score, and 7.16 BERTScore, and in average of 9.36 ROUGE-1 score, 6.47 ROUGE-2 score, 6.68 ROUGE-L score, and 3.14 BERTScore on XLSum dataset used in this research."
Depok: Fakultas Ilmu Komputer Universitas Indonesia, 2022
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UI - Tesis Membership  Universitas Indonesia Library
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Dickinson, Leslie
New York: Cambridge University Press , 1987
418.007 DIC s
Buku Teks  Universitas Indonesia Library
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Wright, Andrew, 1937-
New York: Cambridge University Press , 1994
418.007 WRI g (1)
Buku Teks  Universitas Indonesia Library
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Wright, Andrew, 1937-
Cambridge, UK: Cambridge University Press , 1989
418.007 WRI p (1)
Buku Teks  Universitas Indonesia Library
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Nation, I.S.P.
"An updated edition of the key reference work in the area of second and foreign language vocabulary studies. This book provides a detailed survey of research and theory on the teaching and learning of vocabulary with the aim of providing pedagogical suggestions for both teachers and learners. It contains descriptions of numerous vocabulary learning strategies which are justified and supported by reference to experimental research, case studies, and teaching experience. It also describes what vocabulary learners need to know to be effective language users. This title shows that by taking a systematic approach to vocabulary learning, teachers can make the best use of class time and help learners get the best return for their learning effor."
Cambridge: Cambridge University Press, 2013
418.007 1 NAT l
Buku Teks  Universitas Indonesia Library
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