{"id":23057,"date":"2024-12-15T00:09:41","date_gmt":"2024-12-14T17:09:41","guid":{"rendered":"https:\/\/stei.itb.ac.id\/?page_id=23057"},"modified":"2024-12-16T08:07:42","modified_gmt":"2024-12-16T01:07:42","slug":"transfer-gaya-bahasa-berbasis-abstract-meaning-representation","status":"publish","type":"page","link":"https:\/\/stei.itb.ac.id\/en\/prima\/transfer-gaya-bahasa-berbasis-abstract-meaning-representation\/","title":{"rendered":"Transfer of Language Style Based on Abstract Meaning Representation"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid kepala vc_custom_1734236300248 vc_row-has-fill\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"container\" ><div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_btn3-container vc_btn3-inline vc_do_btn\" ><button class=\"vc_general vc_btn3 vc_btn3-size-lg vc_btn3-shape-rounded vc_btn3-style-modern vc_btn3-icon-left vc_btn3-color-white\" onclick=\"history.back()\"><i class=\"vc_btn3-icon fas fa-home\"><\/i> Back to Home<\/button><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734170418007\"><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Masayu Leylia Khodra<\/strong><br \/>\nSTE-ITB<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>M. Abdi Haryadi. H<\/strong><br \/>\nabdiharyadi.ah@gmail.com<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734168902943\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Text style transfer (TST) is an NLP task that transforms a specific style while preserving the main content of the input text. AMR-TST (Shi et al., 2023) is a TST method that utilizes an abstract meaning representation (AMR) graph to preserve semantics. This method can be applied to Indonesian by utilizing sentiment triplet extraction (William and Khodra, 2022) to detect stylistic words.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734169162466 vc_row-o-content-bottom vc_row-flex\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_center wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"1001\" height=\"786\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Transfer-Gaya-Bahasa.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"Transfer of Language Style\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1734168902943\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Referensi<\/strong><br \/>\nAlzamzami, MN (2023). Development of a Cross-Language Abstract Meaning Representation Parser between Indonesian and English with BART, Input Concatenation, and Data Augmentation (Master's Thesis). Bandung: Bandung Institute of Technology. Shi, K. et al. (2023). AMR-TST: Abstract Meaning Representation-Based Text Style Transfer. ACL 2023.<br \/>\nWilliam &amp; Khodra, M.L. (2022). Generative Opinion Triplet Extraction Using Pretrained Language Model. IEEE.<br \/>\nDaryanto, T.H. &amp; Khodra, M.L. (2022). Indonesian AMR-to-Text Generation by Language Model Fine-tuning. IEEE.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Kembali ke Beranda Masayu Leylia Khodra STE-ITB M. Abdi Haryadi. H abdiharyadi.ah@gmail.com Transfer gaya bahasa atau lebih dikenal text style transfer (TST) merupakan task NLP yang mengubah gaya (style) spesifik [...]","protected":false},"author":1,"featured_media":0,"parent":22933,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-23057","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23057","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/comments?post=23057"}],"version-history":[{"count":2,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23057\/revisions"}],"predecessor-version":[{"id":23561,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/23057\/revisions\/23561"}],"up":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/22933"}],"wp:attachment":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/media?parent=23057"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}