https://scholars.lib.ntu.edu.tw/handle/123456789/413078
Title: | Transfer of frames from english framenet to construct Chinese framenet: A bilingual corpus-based approach | Authors: | Yang T.-H. Huang H.-H. Yen A.-Z. Chen H.-H. |
Keywords: | Chinese;Frame semantics;FrameNet;Lexical units | Issue Date: | 2019 | Start page/Pages: | 868-872 | Source: | 11th International Conference on Language Resources and Evaluation | Abstract: | Current publicly available Chinese FrameNet has a relatively low coverage of frames and lexical units compared with FrameNet in other languages. Frames are incompletely specified for some lexical units, and some critical lexical elements are even missing. That results in suitable frames cannot be triggered and filled in practical applications. This paper presents an automatic approach to constructing Chinese FrameNet. We first capture the mapping between English lexical entries and their Chinese counterparts in a large scale sentence-aligned English-Chinese bilingual corpus. Then, a semantic transfer approach is proposed based on word alignments applied to a large balanced bilingual corpus. The resource currently covers 779 frames and 36k lexical units. We apply it to annotate diary and tweet, and achieve overall 86% success rate to provide frame recommendations that are acceptable by annotators. The success rates in terms of source types are 95% and 80% for diaries and tweets respectively. ? LREC 2018 - 11th International Conference on Language Resources and Evaluation. All rights reserved. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/413078 | ISBN: | 9791095546009 |
Appears in Collections: | 資訊工程學系 |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.