• Title/Summary/Keyword: semantic translation

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Hindi Correspondence of Bengali Nominal Suffixes

  • Chatterji, Sanjay
    • Journal of Multimedia Information System
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    • v.8 no.4
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    • pp.221-232
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    • 2021
  • One bottleneck of Bengali to Hindi transfer based machine translation system is the translation of suffixes of noun. The appropriate translation of a nominal suffix often depends on the semantic role of the corresponding noun chunk in the sentence. With the availability of a high performance Bengali morphological analyzer and a basic Bengali parser it is possible to identify the role of each noun chunk. This information may be used for building rules for translating the ambiguous nominal suffixes. As there are some similarities between the uses of Bengali and Hindi nominal suffixes we find that the rules may be identified by linguistically analyzing corpus data. In this paper, we identify rules for the ambiguous four Bengali nominal suffixes from corpus data and evaluate their performances. This set of rules is able to resolve a majority of the nominal suffix ambiguities in Bengali to Hindi transfer based machine translation system. Using the rules, we are able to translate 98.17% Bengali nouns correctly which is much better than the baseline ILMT system's accuracy of 62.8%.

Representing Topic-Comment Structures in Chinese

  • Pan, Haihua;Hu, Jianhua
    • Proceedings of the Korean Society for Language and Information Conference
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    • 2002.02a
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    • pp.382-390
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    • 2002
  • Shi (2000) claims that topics must be related to a syntactic position in the comment, thus denying the existence of dangling topics in Chinese. Under Shi's analysis, the dangling topic sentences in Chinese are not topic-comment but subject-predicate sentences. However, Shi's arguments are not without problems. In this paper we argue that topics in Chinese can be licensed not only by a syntactic gap but also by a semantic gap/variable without syntactic realization. Under our analysis, all the dangling topics discussed in Shi (2000) are, in fact, not subjects but topics licensed by a semantic gap/variable that can turn the relevant comment into an open predicate, thus licensing dangling topics and deriving well-formed topic-comment constructions. Our analysis fares better than Shi's in not only unifying the licensing mechanism of a topic to an open predicate without considering how the open predicate is derived, but also unifying the treatment of normal and dangling topics in Chinese,

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A Conceptual Framework for Korean-English Machine Translation using Expression Patterns (표현 패턴에 의한 한국어-영어 기계 번역을 위한 개념 구성)

  • Lee, Ho-Suk
    • Proceedings of the Korean Information Science Society Conference
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    • 2008.06c
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    • pp.236-241
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    • 2008
  • This paper discusses a Korean-English machine translation method using expression patterns. The expression patterns are defined for the purpose of aligning Korean expressions with appropriate English expressions in semantic and expressive senses. This paper also argues to develop a new Korean syntax analysis method using agglutinative characteristics of Korean language, expression pattern concept, sentence partition concept, and incorporation of semantic structures as well in the parsing process. We defined a simple Korean grammar to show the possibility of new Korean syntax analysis method.

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A Programmable Electronic Systems Dedicated to Safety Related Applications (안전성이 요구되는 응용분야에 사용하는 프로그램 가능한 전자시스템)

  • Jeong, Sun-Gi;Wolfgang A. Halang;Coen Bron
    • The Transactions of the Korea Information Processing Society
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    • v.1 no.4
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    • pp.438-451
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    • 1994
  • A low complexity, fault detecting computer architecture for utilisation in programmable logic controllers is designed. The cyclic operating mode of PLCs and a specification level, graphical programming paradigm based on the interconnection of application oriented standard software function modules are architecturally supported. Thus, by design, there is no semantic gap between the programming and machine execution levels enabling the safety licensing of application software by an extremely simple, but rigorous method, viz, diverse back translation.

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Resolving Multi-Translatable Verbs Japanese-TO-Korean Machine Translation

  • Kim Jung-In;Lee Kang-Hyuk
    • Journal of Korea Multimedia Society
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    • v.8 no.6
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    • pp.790-797
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    • 2005
  • It is well-known that there are many similarities between Japanese and Korean language. For example, the order of words and the nature of the grammatical conjugation of both languages are almost the same. Another similarity is the frequent omission of the subject from a sentence. Moreover, both languages have honorific expressions and the identical concept for expressing nouns in terms of Chinese characters. Using these similarities, we have developed a word-to-word translation system which does away with any deep level analysis of syntactic and semantic structures of the two languages. If we use these similarities, the direct translation method is superior to the internal language translation method or transfer-based translation method. Although the MT system based on the direct translation method is more easily developed than the ones based on other methods, it may have a lot of difficulties when it tries to select the appropriate target word from ambiguous source verbs. In this paper, we propose a new algorithm to extract the meaning of substantives and to make use of the order of the extracted meaning. We could select $86.5\%$ appropriate verbs in the sample sentences from IPAL-verb-dictionary. $13.5\%$ indicates the cases in which we could not distinguish the meaning of substantives. We are convinced, however, that the succeeding rate can be increased by getting rid of the meaning of verbs thatare not used so often.

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Automatic Compiler Generator for Visual Languages using Semantic Actions based on Classes (클래스 기반의 의미수행코드 명세를 이용한 시각언어 컴파일러 자동 생성)

  • 김경아
    • Journal of Korea Multimedia Society
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    • v.6 no.6
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    • pp.1088-1099
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    • 2003
  • The syntax-directed translation using semantic actions is frequently used in construction of compiler for text programming languages. it is very useful for the language designers to develop compiler back-end using a syntax structure of a source programming language. Due to the lack of the integrated representation method for a parse tree node and modeling method of syntax structures, it is very hard to construct compiler using syntax-directed translation in visual languages. In this Paper, we propose a visual language compiler generation method for constructing a visual languages compiler automatically, using syntax-directed translation. Our method uses the Picture Layout Grammar as a underlying grammar formalism. This grammar allows our approach to generate parser efficiently u sing And-Or-Waiting Graph and encapsulating syntax definition as one unit. Unlike other systems, we suggest separating the specification and the generation of semantic actions. Because of this, it provides a very efficient method for modification.

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A Design and Implementation of the Multilingual RDD Registry (다중언어 RDD 레지스트리의 설계 및 구현)

  • 정상원;오원근;윤기송
    • Journal of Broadcast Engineering
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    • v.8 no.4
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    • pp.381-391
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    • 2003
  • This paper deals nth the Multilingual Registry for the Rights Data Dictionary (RDD), which will be used for the semantic representation of rights on digital contents in MPEG-21 framework. The translation of RDD terms owing to different language populations often lacks the desirable precision. The purpose of this paper Is to demonstrate the Multilingual RDD Registry concept to achieve a more precise and interoperable translation of RDD terms among different DRM systems.

An Analysis of Semantic Errors in Machine-Translated English Compositions by Korean EFL College Students

  • Baek, Ji-Yeon
    • International Journal of Advanced Culture Technology
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    • v.10 no.3
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    • pp.71-76
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    • 2022
  • The purpose of this research is to investigate the types of semantic errors made by MT in translating EFL college students' original drafts written in Korean into English. Specifically, this study attempts to find out 1) what types of semantic errors are most frequently committed by MT? and 2) how students feel about the quality of the MT-produced output? The findings from this study indicated that MT produced the errors related to accuracy (47%) the most, followed by the errors related to fluency and ambiguity (14.6% respectively). Students were well aware of the errors with accuracy and fluency but had limited ability to check the errors with ambiguity. Based on the findings, this study suggests pedagogical implications which can be implemented in L2 writing classrooms.

SemFilter: A Simple and Efficient Semantic XML Message Filtering (SemFilter: 단순하며 효율적인 시맨틱 XML 메시지 필터링)

  • Kim, Jae-Hoon;Park, Seog
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.7
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    • pp.680-693
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    • 2008
  • Recent studies on XML filtering assume that all data sources follow a single global schema defined in a filtering system. However, beyond this simple assumption, a filtering system can provide a service that allows data publishers to have their own schema; hence, the data sources will become heterogeneous. The number of data sources is expected to be large in a filtering system and the data sources are frequently published, updated, and disappeared, that is, dynamic. In this paper, we introduce implementing a simple and efficient XPath query translation method for such a dynamic environment. The method is especially targeted for a query which is composed based only on users' knowledge and experience without a graphical guidance of the global schema. When a user queries a large number of heterogeneous data, there is a high possibility that the query is not consistent with the same local schema assumed by the user. Our query translation method also supports a function for this problem. Some experimental results for query translation performance have shown that our method has reasonable performance, and is more practical than the existing method.

Decision Tree based Disambiguation of Semantic Roles for Korean Adverbial Postpositions in Korean-English Machine Translation (한영 기계번역에서 결정 트리 학습에 의한 한국어 부사격 조사의 의미 중의성 해소)

  • Park, Seong-Bae;Zhang, Byoung-Tak;Kim, Yung-Taek
    • Journal of KIISE:Software and Applications
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    • v.27 no.6
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    • pp.668-677
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    • 2000
  • Korean has the characteristics that case postpositions determine the syntactic roles of phrases and a postposition may have more than one meanings. In particular, the adverbial postpositions make translation from Korean to English difficult, because they can have various meanings. In this paper, we describe a method for resolving such semantic ambiguities of Korean adverbial postpositions using decision trees. The training examples for decision tree induction are extracted from a corpus consisting of 0.5 million words, and the semantic roles for adverbial postpositions are classified into 25 classes. The lack of training examples in decision tree induction is overcome by clustering words into classes using a greedy clustering algorithm. The cross validation results show that the presented method achieved 76.2% of precision on the average, which means 26.0% improvement over the method determining the semantic role of an adverbial postposition as the most frequently appearing role.

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