• 제목/요약/키워드: Reading Comprehension

검색결과 213건 처리시간 0.033초

안전기준의 검색과 분석을 위한 기계독해 기반 질의응답 시스템 (Machine Reading Comprehension-based Question and Answering System for Search and Analysis of Safety Standards)

  • 김민호;조상현;박덕근;권혁철
    • 한국멀티미디어학회논문지
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    • 제23권2호
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    • pp.351-360
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    • 2020
  • If various unreasonable safety standards are preemptively and effectively readjusted, the risk of accidents can be reduced. In this paper, we proposed a machine reading comprehension-based safety standard Q&A system to secure supporting technology for effective search and analysis of safety standards for integrated and systematic management of safety standards. The proposed model finds documents related to safety standard questions in the various laws and regulations, and then divides these documents into provisions. Only those provisions that are likely to contain the answer to the question are selected, and then the BERT-based machine reading comprehension model is used to find answers to questions related to safety standards. When the proposed safety standard Q&A system is applied to KorQuAD dataset, the performance of EM 40.42% and F1 55.34% are shown.

VS3-NET: Neural variational inference model for machine-reading comprehension

  • Park, Cheoneum;Lee, Changki;Song, Heejun
    • ETRI Journal
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    • 제41권6호
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    • pp.771-781
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    • 2019
  • We propose the VS3-NET model to solve the task of question answering questions with machine-reading comprehension that searches for an appropriate answer in a given context. VS3-NET is a model that trains latent variables for each question using variational inferences based on a model of a simple recurrent unit-based sentences and self-matching networks. The types of questions vary, and the answers depend on the type of question. To perform efficient inference and learning, we introduce neural question-type models to approximate the prior and posterior distributions of the latent variables, and we use these approximated distributions to optimize a reparameterized variational lower bound. The context given in machine-reading comprehension usually comprises several sentences, leading to performance degradation caused by context length. Therefore, we model a hierarchical structure using sentence encoding, in which as the context becomes longer, the performance degrades. Experimental results show that the proposed VS3-NET model has an exact-match score of 76.8% and an F1 score of 84.5% on the SQuAD test set.

난독증 아동과 읽기이해부진 아동의 음운인출과 음운기억 능력 (Phonological retrieval and phonological memory skills in children with dyslexia and poor comprehension)

  • 윤효진
    • 말소리와 음성과학
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    • 제16권2호
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    • pp.83-90
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    • 2024
  • 본 연구는 초등 2-3학년 난독증 아동과 읽기이해부진 아동의 음운인출과 음운기억 능력을 살펴보고자 하였다. 본 연구에는 난독증 아동 17명, 읽기이해부진 아동 17명, 일반 아동 24명이 참여하였다. 난독증 아동은 표준화된 읽기검사의 단어해독 검사에서 표준점수 85점 이하인 아동으로 선정하였으며, 읽기이해부진 아동은 단어해독 검사에서는 표준점수 90점 이상이며 읽기이해 검사에서는 표준점수 85점 이하인 아동, 그리고 일반 아동은 단어해독과 읽기이해 검사 모두에서 표준점수 90점 이상인 아동으로 선정하였다. 모든 대상자에게 음운인출 능력을 살펴보기 위해 빠른 이름대기, 음운기억 능력을 살펴보기 위해 비단어 따라말하기 검사를 실시하였다. 연구 결과 난독증 아동은 빠른 이름대기와 비단어 따라말하기에서 다른 두 집단보다 통계적으로 유의하게 수행력이 낮은 것으로 나타났다. 반면 읽기이해부진 아동과 일반 아동 간에는 차이가 나타나지 않았다. 각 집단 별로 상관 분석을 실시한 결과 난독증 아동 집단에서는 빠른 이름대기 능력이 해독 및 읽기이해와 통계적으로 상관이 있는 것으로 나타났다. 일반 아동 집단에서는 빠른 이름대기 능력이 해독 및 읽기이해와 관련이 있었으며, 비단어 따라말하기는 읽기이해와 관련이 있는 것으로 나타났다. 반면, 읽기이해부진 집단에서는 변인들간에 관련성이 나타나지 않았다. 본 연구 결과 난독증 아동은 읽기 발달의 토대가 되는 음운인출과 음운기억에서 어려움이 있는 반면, 읽기이해부진 아동은 음운처리 기술에서는 결함이 없는 것으로 나타났다. 난독증 아동의 단어해독 어려움은 음운처리 결함에 기인한 것으로 해석할 수 있다.

말레이시아 학생들의 L2 읽기 문제: 한국 대학의 사례를 중심으로 (L2 Reading Difficulties Faced by Malaysian Students in a Korean University)

  • 김경란
    • 디지털융복합연구
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    • 제19권2호
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    • pp.21-32
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    • 2021
  • 본 연구는 말레이시아 대학생들의 인식을 통해 그들의 유창한 L2 구두 능력이 고급 수준의 텍스트를 읽는데 어떻게 반영되는지와 독해 과정에서는 어떠한 어려움을 보이는지를 조사했다. 연구의 참여자는 한국 대학에 재학 중인 9명의 말레이시아 학생들로서 반 구조화 형식의 심층 면접에 참여했다. 수집된 자료는 학생들이 L2를 매우 익숙한 언어로 받아들이고 있고, 그에 따른 학생들의 유창한 구두 능력이 일반적 수준의 L2 읽기에 대한 부담감을 덜어주는 효과가 있다는 점을 보여주었다. 그러나 그들의 구두 능력이 고급 수준의 텍스트를 읽고 이해하는 데는 큰 영향을 주지 못했다. 학생들이 언급한 읽기의 어려움은 주로 어휘 지식의 부족에서 기인했으나, 배경지식과 흥미의 부족 또한 읽기 능력을 방해하는 요소로 작용했다. 이러한 요소들은 텍스트에 대한 부정확한 이해를 유발하고, 텍스트에 담긴 속뜻을 찾으려는 의지를 상실시킴으로써 학생들의 독해능력을 저하시키는 것으로 나타났다. 이 결과물은 국제학생뿐만 아니라 한국 학생들의 읽기 수업에도 적용되어 중요하게 다루어질 필요가 있다.

A Review of an Enhancement Course for College Students' Standardized English Test

  • Lee, Eunpyo;Shin, Myeong-Hee
    • 영어어문교육
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    • 제18권1호
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    • pp.153-169
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    • 2012
  • This study reviews an English enhancement course implemented for medical and nursing college students of 2011 to improve their standardized English test scores. A total of 117 first-year students underwent the pre-test and the post-TOEIC in November 2011. After the pre-test, lectures on listening enhancement strategies and problem solving tactics on reading comprehension were supplemented with 4 times of enhancement-tests. Their pre- and post-TOEIC results were compared to see if such enhancement strategies were effective to improve their TOEIC scores. It was further to investigate, through survey questionnaires, how the subjects felt about a number of pre-test-type TOEIC exercise with what-to-listen and how-to-infer listening strategies and pattern-drill practices for reading comprehension. It was found that the scores of listening comprehension improved significantly for both major students whereas reading scores showed slight decrease among nursing majors. It is concluded that administering numerous pre-test-type-TOEIC exercise is effective for students to improve their listening scores supplemented with listening strategies Also, students' response showed positive toward the enhancement course.

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학습자의 수준에 따른 의미단위별 앞에서부터 읽기 파워포인트 프로그램 개발 (The Development of the Powerpoint Program for Progressive Reading by the Sense Group according to the Student's Level)

  • 송해성
    • 영어어문교육
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    • 제10권2호
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    • pp.43-65
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    • 2004
  • In the comprehension of English texts, Korean students generally try to translate English into Korean in accordance with the word order of Korean language. As a result, the comprehension of English texts is made in a regressive way, which results in slower reading. In order to enhance the reading speed, it is necessary for students to practice progressive reading. Also, while reading English texts, most readers' eyes tend to look at one word at a time, which actually cuts down on the reading speed. Reading by the sense group of as many words as possible at a glance, however, can help a reader more efficiently in less time. This research aims at developing the Powerpoint program for progressive reading by the sense group according to the student's level. In this program, as for methodology, the technique of rooking it fade-away is introduced to force a reader's eyes to move fast. Through this technique, it is possible to make a line of the texts disappear on the screen and make another line appear, which enables a reader to sweep the words across each and every line of the reading material smoothly without regression.

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The Effectiveness of Early Screening and Intervention for Children at Risk of Reading Underachievement

  • Park, Hyun Jeong;Bang, Hee Jeong;Nam, Min
    • Child Studies in Asia-Pacific Contexts
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    • 제4권1호
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    • pp.47-63
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    • 2014
  • The purpose of this study was to develop a screening test for children at risk of reading underachievement and to investigate the effectiveness of the early-stage intervention program. In the first part of the study, we recruited 155 elementary first grade students for a screening test. Phonological deletion, digit naming, object naming, and sound-letter correspondence knowledge of a screening test, all assessed at the beginning of the school year, predicted the reading ability at the end of the school year. In the second part of the study, we analyzed the difference in the reading ability between fourteen children who participated in the intervention program and eighteen non-participating children. Reading ability was assessed by evaluating word recognition, oral reading fluency, reading comprehension, and pseudo-word recognition. The reading ability of intervention group improved more compared to control group, and the difference between two groups accentuated over time. However, final analysis conducted in November revealed that two groups did not differ significantly in oral reading fluency. This suggests that, unlike word recognition and comprehension, fluency might not dramatically improve in a short period.

아동의 읽기에 대한 인식 (Children's Perception of Reading)

  • 김영실;심성경
    • 아동학회지
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    • 제15권1호
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    • pp.173-185
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    • 1994
  • The purpose of this study was to investigate children's perception of reading. The researchers interviewed 120 children aged 5 to 7 (40 for each age group) by using a specially designed interview format. The study of Johns (1973) was referred to as a guide in preparing the format. Responses of the children were classified in accordance with criteria worked out on the basis of the researchers' previous studies and analyzed in terms of frequencies and percentiles by age group. ${\chi}^2$ test was used to analyze the data. The findings of the study were: (1) The younger the children, the higher the rate of showing no response or of responding only to concrete incidents or things. Older children in general showed higher responses relevant to reading comprehension than younger ones. (2) Older children were more inclined than younger ones to regard the process of reading as a skill-oriented, teacher-based process. (3) Children in these age groups showed little perception of reading's objectives of comprehension and communication.

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A Case Study on College EFL Readers: Awareness, Experiences, and Processes

  • Chin, Cheongsook
    • 영어어문교육
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    • 제17권3호
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    • pp.1-25
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    • 2011
  • This research primarily aimed to investigate proficient and less proficient EFL readers' awareness and experiences about learning to read and reading in English. The secondary purpose was to explore the participants' reading strategies, and to discover how the genres of English texts influence their reading processing behaviors. The participants consisted of four college students in engineering aged 21-25 years. Three data sources were employed: questionnaires, interviews, and think-alouds. The findings revealed that: (1) the proficient EFL readers judged themselves to be good readers, while the less proficient EFL readers judged themselves to be fair readers; (2) unknown vocabulary was perceived to be the major impediment to reading comprehension; the think-aloud data, however, demonstrated that unknown vocabulary did not significantly interfere with their reading comprehension; (3) regardless of the genre of the text, the participants employed similar reading strategies; (4) the participants were more likely to tolerate ambiguity and predict the content when reading the narrative text than the expository text; (5) there was no set of strategies that distinguished proficient EFL readers from less proficient EFL readers; and (6) when identifying problems, the proficient EFL readers used fix-up strategies more effectively and were better able to provide satisfactory solutions than their counterparts. Pedagogical implications for EFL reading instruction are discussed.

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듣기 전략 사용 선호도가 TOEIC 듣기 성취도에 미치는 영향과 매개 변인과의 관계 (The effects of using listening comprehension strategies on TOEIC listening comprehension and moderator model)

  • 이정아
    • 영어어문교육
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    • 제15권4호
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    • pp.345-364
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    • 2009
  • This study attempts to provide a comprehensive framework for listening strategy use among university students in Korea in relation to TOEIC listening scores. In particular, this study tests whether motivation, based on the self-determination theory, mediates listening strategy use on listening comprehension (LC) process and whether reading comprehension ability moderates the use of listening strategy in LC achievement. One hundred seventy six freshmen students participated in the study during their first semester required English course. Self-report questionnaires were used to assess students' motivation and LC strategy use. The responses were statistically analyzed via the moderator and mediator model. The results indicate that internalized motivation mediates the use of listening strategy in LC achievement; however, reading comprehension skill doesn't affect students' use of listening strategies in relation to listening skill achievement. In other words, students who have internalized motivation were able to utilize listening strategies effectively in terms of achievement of the TOEIC listening skills. The findings of the current study offer in-depth understanding of the relationship among use of LC strategies, intrinsic motivation, and listening skill achievement shared by the mediator and moderator models.

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