• Title/Summary/Keyword: Fluency in technology

Search Result 44, Processing Time 0.019 seconds

A Frame-based Approach to Text Generation

  • Le, Huong Thanh
    • Proceedings of the Korean Society for Language and Information Conference
    • /
    • 2007.11a
    • /
    • pp.192-201
    • /
    • 2007
  • This paper is a study on constructing a natural language interface to database, concentrating on generating textual answers. TGEN, a system that generates textual answer from query result tables is presented. The TGEN architecture guarantees its portability across domains. A combination of a frame-based approach and natural language generation techniques in the TGEN provides text fluency and text flexibility. The implementation result shows that this approach is feasible while a deep NLG approach is still far to be reached.

  • PDF

Proposal for the Utilization and Refinement Techniques of LLMs for Automated Research Generation (관련 연구 자동 생성을 위한 LLM의 활용 및 정제 기법 제안)

  • Seung-min Choi;Yu-chul, Jung
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.17 no.4
    • /
    • pp.275-287
    • /
    • 2024
  • Research on the integration of Knowledge Graphs (KGs) and Language Models (LMs) has been consistently explored over the years. However, studies focusing on the automatic generation of text using the structured knowledge from KGs have not been as widely developed. In this study, we propose a methodology for automatically generating specific domain-related research items (Related Work) at a level comparable to existing papers. This methodology involves: 1) selecting optimal prompts, 2) extracting triples through a four-step refinement process, 3) constructing a knowledge graph, and 4) automatically generating related research. The proposed approach utilizes GPT-4, one of the large language models (LLMs), and is desigend to automatically generate related research by applying the four-step refinement process. The model demonstrated performance metrics of 17.3, 14.1, and 4.2 in Triple extraction across #Supp, #Cont, and Fluency, respectively. According to the GPT-4 automatic evaluation criteria, the model's performamce improved from 88.5 points vefore refinement to 96.5 points agter refinement out of 100, indicating a significant capability to automatically generate related research at a level similar to that of existing papers.

A Comparative Study on the Top Executive Secretaries' Job task and Ability of Foreign Language of Selected Coporations in Korea and Asia (기업 최고경영자 비서의 직무능력에 관한 연구)

  • 최홍숙
    • The Journal of Information Technology
    • /
    • v.2 no.1
    • /
    • pp.91-101
    • /
    • 1999
  • In today's firms, there is an increasing awareness amongst managers and executives on the importance of secretary's role. This is a study on the profile of the corporate executive secretary's job responsibilities with emphasis on communication skills, interpersonal and foreign language fluency, which I deem relevant to their position. As a result, I believe that an executive secretary must obtain at least a two-year secretarial degree, Furthermore, I propose that their education must include and stress emphasis in foreign languages. Nevertheless, I feel that in today's global economy, it is important that executive secretaries are fluent in at least two(2) foreign languages that would enable him/her to write his/her boss' speeches, editing dictated materials and creating corresspondences. This study is believed to contribute to the education of the future executive secretaries and the managers etc.

  • PDF

An automatic pronunciation evaluation system using non-native teacher's speech model (비원어민 교수자 음성모델을 이용한 자동발음평가 시스템)

  • Park, Hye-bin;Kim, Dong Heon;Joung, Jinoo
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.16 no.2
    • /
    • pp.131-136
    • /
    • 2016
  • An appropriate evaluation on learner's pronunciation has been an important part of foreign language education. The learners should be evaluated and receive proper feedback for pronunciation improvement. Due to the cost and consistency problem of human evaluation, automatic pronunciation evaluation system has been studied. The most of the current automatic evaluation systems utilizes underlying Automatic Speech Recognition (ASR) technology. We suggest in this work to evaluate learner's pronunciation accuracy and fluency in word-level using the ASR and non-native teacher's speech model. Through the performance evaluation on our system, we confirm the overall evaluation result of pronunciation accuracy and fluency actually represents the learner's English skill level quite accurately.

Brain Activation Associated With Verbal Fluency Tasks : A fMRI study (단어 유창성 과제 수행에 동반된 뇌활성화 양상)

  • Lee, Soo-Hwa;Lee, Kyoung-Min
    • Annual Conference on Human and Language Technology
    • /
    • 1998.10c
    • /
    • pp.186-190
    • /
    • 1998
  • 정상 피험자에 있어서 수행 성적의 차이를 보이는 음소적 단어 생성과 의미적 단어생성에 관련한 대뇌 피질의 활동양상의 차이를 밝히기 위해 피험자에게 단어 생성의 과제를 주면서 기능적 자기공명 영상술(functional magnetic resonance imaging, fMRI)을 시행하였다. 모두 7명의 정상인에서 음소 단서에 의한 단어생성은 의미 범주 단어에 의한 단어생성보다 광범위한 피질 영역의 활성화를 보였는데, 특히 bilateral posteroinferior temporal cortices, left premotor cortex, right cerebellum, bilateral superior parietal lobules에서 더 높은 활성화를 보였다. 이에 반하여 의미적 단어생성은 주로 bilateral posterior cingulate gyri에서 더 높은 활성화를 보였다. 이런 결과는 음소적 생성은 가능한 자모를 조합하여 어휘를 생성한 후 작업기억에 일시 저장시켜 놓고 verbal rehearsal 과정을 사용하여 단어 여부를 판별하는 것을 시사하며, 의미적 생성은 mental imagery를 통하여 시각적 인출 단서를 찾은 후, 의미 기억으로부터 단어를 직접 인출하는 것으로 보인다.

  • PDF

Semi-Automatic Building of Korean Classifiers in English-Korean MT (영한 자동번역에서의 한국어 분류사의 반자동 구축 방법)

  • Lee, Ki-Young;Choi, Sung-Kwon;Kim, Young-Gil
    • Annual Conference on Human and Language Technology
    • /
    • 2008.10a
    • /
    • pp.135-139
    • /
    • 2008
  • 본 논문은 영한 기계번역에서 영어 수사가 포함된 영어 명사구를 한국어로 번역할 때, 영어 명사에 대응되는 한국어 명사의 적절한 분류사를 반자동으로 구축하는 방법에 대해 기술한다. 영한 번역의 측면에서, 분류사는 목표언어인 한국어에서만 나타나는 현상이다. 따라서 영어를 한국어로 번역할 때, 적절한 분류사를 생성하지 않으면 한국어 어법에 맞지 않는 부자연스러운 번역 결과를 생성한다. 본 논문에서는 한국어 태그드 코퍼스와 한국어 의미코드 체계에 따라 한국어 분류사를 반자동으로 구축하는 방법을 제안한다. 제안하는 방법에 따라 한국어 명사에 대해서 한국어 분류사가 구축되었으며, 이렇게 구축된 분류사는 영한 기계번역시스템의 번역 사전에 'KCOUNT'라는 자질을 할당하여 부가하였다. 제안하는 방법의 검증을 위해 수동평가와 자동평가를 수행하였으며, 그 결과, 영한 기계번역의 문장 생성에 있어서 자연스러움(fluency)의 측면에서 번역률 향상이 있었다.

  • PDF

COMPUTER AND INTERNET RESOURCES FOR PRONUNCIATION AND PHONETICS TEACHING

  • Makarova, Veronika
    • Proceedings of the KSPS conference
    • /
    • 2000.07a
    • /
    • pp.338-349
    • /
    • 2000
  • Pronunciation teaching is once again coming into the foreground of ELT. Japan is, however, lagging far behind many countries in the development of pronunciation curricula and in the actual speech performance of the Japanese learners of English. The reasons for this can be found in the prevalence of communicative methodologies unfavorable for pronunciation teaching, in the lack of trained professionals, and in the large numbers of students in Japanese foreign language classes. This paper offers a way to promote foreign language pronunciation teaching in Japan and other countries by means of employing computer and internet facilities. The paper outlines the major directions of using modem speech technologies in pronunciation classes, like EVF (electronic visual feedback) training at segmental and prosodic levels; automated error detection, testing, grading and fluency assessment. The author discusses the applicability of some specific software packages (CSLU, SUGIspeech, Multispeech, Wavesurfer, etc.) for the needs of pronunciation teaching. Finally, the author talks about the globalization of pronunciation education via internet resources, such as computer corpora and speech and pronunciation training related web pages.

  • PDF

A Preliminary Study on Differences of Phonatory Offset-Onset between the Fluency and a Dysfluency (유창성과 비유창성 화자의 발성 종결-개시 차이에 관한 예비연구)

  • Han Ji-Yeon;Lee Ok-Bun
    • Proceedings of the KSPS conference
    • /
    • 2006.05a
    • /
    • pp.109-112
    • /
    • 2006
  • This study investigated the acoustical characteristics of phonatory offset-onset mechanisms. And this study shows the comparative results between non-stutterers (N=3) and a stutterer (N=1). Phonatory offset-onset means a laryngeal articulatory in the connected speech. In the phonetic context V_V), pattern 0(there is no changes) appeared in all subjects, and pattern 4(this indicate the trace of glottal fry and closure in spectrogram)was only in a Stutterer. In high vowels(/i/, /u/), pattern 3 and 4 appeared only in a stutterer. Although there is no common pattern among the non-stutterers, individual's preference pattern was founded. This study offers the key to an understanding of physiological movement on a block of stutter.

  • PDF

Disfluency in Language Development (언어발달 과정에 나타난 비유창성 연구)

  • Kim, Tae-Kyung;Chang, Kyung-Hee
    • MALSORI
    • /
    • no.67
    • /
    • pp.61-77
    • /
    • 2008
  • The purpose of this study is to blow the characteristics of disfluency in childhood. The subjects were 144 normal children at the age of between 3 to 8 years who lived in Seoul. All the subjects provided spontaneous conversational speech samples during free-play interactions with their friends. We investigated the patterns and the frequency of disfluency and its relevance with subject's age, speaking rate and MLU(mean length of utterance). The results of this study can be summarized as follows. (1) There was no difference in the frequency of disfluency with the speaker's age or speaking rate. (2) Interjection was the most frequently occurring pattern of disfluency. (3) Prolongation, revision, interjection increased with age while part-word repetition, single-syllable word repetition, multi-syllable word repetition decreased gradually. (4) A significant effect of MLU on the frequency of disfluencies were demonstrated. The regression analysis has shown that more disfluencies occurred in utterances of children whose MLU is longer.

  • PDF

Load Balancing Strategy for P2P VoD Systems

  • Huang, Guimin;Li, Chengsen;Liu, Pingshan
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.10 no.9
    • /
    • pp.4207-4222
    • /
    • 2016
  • In a P2P (Peer-to-Peer) VoD (video-on-Demand) streaming system, the nodes' load is an important factor which affects the system performance. In the system, some nodes may receive too many requests, which leads to overload. On the other hand, some other nodes may receive too few requests, which leads to low utilization. Therefore, designing a reasonable load balancing strategy is important. However, existing related studies cannot handle this problem effectively, because they don't have an efficient dynamic load information management mechanism, and they don't distinguish the difference of requests when transfer the nodes' load. In this paper, to manage the dynamic load information efficiently, we design a load management table for each node. Based on the load information, we propose a load balancing strategy which uses a request migration algorithm (LBRM). Through simulations, our scheme can handle the load imbalance problem effectively and improve the users' playback fluency.