• Title/Summary/Keyword: question understanding

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Korean TableQA: Structured data question answering based on span prediction style with S3-NET

  • Park, Cheoneum;Kim, Myungji;Park, Soyoon;Lim, Seungyoung;Lee, Jooyoul;Lee, Changki
    • ETRI Journal
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    • v.42 no.6
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    • pp.899-911
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    • 2020
  • The data in tables are accurate and rich in information, which facilitates the performance of information extraction and question answering (QA) tasks. TableQA, which is based on tables, solves problems by understanding the table structure and searching for answers to questions. In this paper, we introduce both novice and intermediate Korean TableQA tasks that involve deducing the answer to a question from structured tabular data and using it to build a question answering pair. To solve Korean TableQA tasks, we use S3-NET, which has shown a good performance in machine reading comprehension (MRC), and propose a method of converting structured tabular data into a record format suitable for MRC. Our experimental results show that the proposed method outperforms a baseline in both the novice task (exact match (EM) 96.48% and F1 97.06%) and intermediate task (EM 99.30% and F1 99.55%).

Analysis on Teachers' Perception of Questioning and Teaching Practices in Elementary Science Class (초등 과학 수업에서 나타나는 교사의 발문에 대한 인식과 실제 수업 분석)

  • Choi, Chui-Im;Cho, Min-Jung;Yeo, Sang-Ihn
    • Journal of Korean Elementary Science Education
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    • v.31 no.1
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    • pp.57-70
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    • 2012
  • We investigated the perception and preferred type of question and analyzed type of questions asked by teachers in elementary science class to identify how teachers' perception of questioning is reflected in teaching practices. We collected the data from questionnaires, deep-interview and audiotaped four classes from grade 3 and six classes from grade 6. The data form deep-interview were analyzed interpretively and Blosser' framework of question was used to analyze questions which teachers used in classes. By interpretation of data from questionnaires, the teachers agreed that questioning affects science class in elementary school. There were a little differences in perceptions of questioning among three teachers. They preferred various types of question rather than a specific type. They didn't have a good understanding of questioning. The result showed that the teachers used frequently cognitive-memory question and convergent thinking question, which belonged to closed questions in their science classes. This didn't accord with their preferred types of question. The causes came from objectives of science instruction, degree of understanding about questioning, preference and confidence for science class. From this findings, we suggested that teachers should be given opportunities to take training courses in questioning in order to use effective questioning in science class.

An Analysis on the Understanding of High School Students about the Concept of a Differential Coefficient Based on Integrated Understanding (통합적 이해의 관점에서 본 고등학교 학생들의 미분계수 개념 이해 분석)

  • Lee, Hyun Ju;Ryu, Jung Hyeon;Cho, Wan Young
    • Communications of Mathematical Education
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    • v.29 no.1
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    • pp.131-155
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    • 2015
  • The purpose of this study is to investigate if top-ranked high school students do integrated understanding about the concept of a differential coefficient. For here, the meaning of integrated understanding about the concept of a differential coefficient is whether students understand tangent and velocity problems, which are occurrence contexts of a differential coefficient, by connecting with the concept of a differential coefficient and organically understand the concept, algebraic and geometrical expression of a differential coefficient and applied situations about a differential coefficient. For this, 38 top-ranked high school students, who are attending S high school, located in Cheongju, were selected as subjects of this analysis. The test was developed with high-school math II textbooks and various other books and revised and supplemented by practising teachers and experts. It is composed of 11 questions. Question 1 and 2-(1) are about the connection between the concept of a differential coefficient and algebraic and geometrical expression, question 2-(2) and 4 are about the connection between occurrence context of the concept and the concept itself, question 3 and 10 are about the connection between the expression with algebra and geometry. Question 5 to 9 are about applied situations. Question 6 is about the connection between the concept and application of a differential coefficient, question 8 is about the connection between application of a differential coefficient and expression with algebra, question 5 and 7 are about the connection between application of a differential coefficient, used besides math, and expression with geometry and question 9 is about the connection between application of a differential coefficient, used within math, and expression with geometry. The research shows the high rate of students, who organizationally understand the concept of a differential coefficient and algebraic and geometrical expression. However, for other connections, the rates of students are nearly half of it or lower than half.

Exploration of Teacher Questions and Discourse Types in Chinese Mathematics Classrooms (중국 수학 교실에서 교사 발문과 담화 유형에 대한 탐색)

  • Liu, Wentin
    • Communications of Mathematical Education
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    • v.36 no.4
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    • pp.487-509
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    • 2022
  • The purpose of this study is to analyze classroom discourse in the math classroom of middle school in China, which has a unique math classroom background of entrance examination for high school. To this end, this study analyzed teacher question statistics and episodes by teacher question type as starting speech in mathematics classroom discourse, and five IRF subtypes were especially identified by class discourse structure analysis. The data were analyzed focusing on a total of 15 transcripts of math classes recorded by three math teachers at H School in Guiyang, Guizhou Province, China, and written interviews of teachers. According to the results of this study, an average of 20 teacher questions were observed for each class, and the teacher question type was classified into confirmation question (understanding confirmation question, explanation request question, and double check question) and information question (information presentation question). In addition, according to classroom discourse analysis, the IRF discourse structure was divided into fragmentary evaluation, evaluation+reason, evidence of explanation, evaluation+student response re-statement, guidance on other thoughts or solutions, and student answer correction or teacher opinion presentation.

A Study on the Analysis of Teachers' Questions in the Korean Classroom for Academic Purposes-Focusing on Problem-Based Instruction (학문 목적 교양 한국어 수업에서의 교사 질문 분석 연구 -문제 중심 수업을 중심으로-)

  • Kong, Harim
    • Journal of Korean language education
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    • v.29 no.3
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    • pp.1-24
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    • 2018
  • The purpose of this study was to analyze teachers' questions in the actual general Korean classroom for academic purposes and identify types of questions. The results of the question analysis by type identified 713 teacher's questions in total: echoic questions made up 41% while epistemic questions were 19.3% and expended question turned out to make up 39.7%. 'Comprehension check questions' were 29%, which was a major part in the echoic question. 'Referential questions' were a major part in the epistemic question. Also, the research discovered that 'knowledge integration' questions held the largest majority in expended questions. Since the teacher-led lecture was often conducted in the problem-presentation stage, the percentage of Echoic question was high; and moreover, the problem-solving stage promoted to come up with more improved solutions of the problem. In the outcome and presentation stage, it was discovered that the questions aimed to check understanding of content in the subject and expand thoughts. Therefore, it is necessary to develop strategies for teacher's questions by phase and further conduct research on the interaction between learners and teacher's questions in the future.

The "Nature" Concept as an Underlying Base of Phenomenology : With a focus on comparison between Schelling and Merleau-Ponty (현상학의 근원적 토대로서 '자연' 개념 : 셸링과 메를로-퐁티의 비교 관점에서)

  • Sim, Gui-yeon
    • Journal of Korean Philosophical Society
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    • v.142
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    • pp.145-164
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    • 2017
  • In his Phenomenology of Perception, Merleau-Ponty raises a question of why he has to ask what phenomenology is again. This study assumes that the question can be answered in a new understanding of the "nature" concept and finds its possible grounds in the nature concepts of Schelling and Merleau-Ponty. Schelling and Merleau-Ponty develop philosophical thinking from a critical point of view on the Cartesian and Kantian philosophies "Thing-in-itself" by Kant is, in particular, one of important questions that has to be answered in the philosophy of Schelling since Kant further solidifies a dualistic world by leaving thing-in-itself. Schelling solves the question with the concept of identity and Merleau-Ponty solves the question with body-subject. What we notice in this article is the understanding of Shelling and Merleau-Ponty about nature. Schelling believes there are the creative activities of unconscious intelligence in nature, but spirit or intelligence in his nature concept cannot induce an existential being. Here we see that Schelling is still beyond the traditional epistemological framework. To restore the original nature of nature, we must begin with an understanding of the totality of nature. Nature must also be explained through relationships with humans. Merleau-Ponty shows the entanglement of nature and spirit through the body-subject. In Merleau-Ponty's phenomenology, the body is the equivalent of nature. Understanding the forces of nature that Schelling and Merleau-Ponty are trying to show, and at the same time explaining the problem of how the mind or human beings emerge from nature, we will be able to discover the true nature of nature.

Wilson's Demarcation of Field: Outline for Reconsideration

  • Choi, Jeong Youl;Choi, Ho Tack
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.584-586
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    • 2009
  • Dualized program for building Public Administration scholarship in Korea has been, in a sense, a result of theoretical tension between the two positions, politics/administration dualism vs. politics/administration monism. The program has maintained its integrity by its dependence on a foundational question, "Is administration a different field of action from politics?" Korean community for the study of public administration has maintained its oneness by internally asking this question even though the two external philosophical positions were relatively indubitable. Strating from the well-known changes in the community, this brief outline for the future full exegesis tries to read carefully one point shown in the second chapter of one of the most seminal proposals for foundation of modern Public Administration, one paragrahp in the second chapter of "The Study of Administration" by Woodrow Wilson. What was the contemporary meaning of Wilson's classic distinction made in 1887? Keeping this research question in our mind, we will attempt to prepare for the full understanding of a kind of internal distinction Wilson explicitly draws between the constitutional and the administrative.

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Analysis of Elementary and Middle School Students' Perceptions of Frequency and Type Relating to Question in Science Class Context (과학 수업 상황에 따른 질문의 유형과 빈도에 대한 초·중학생의 인식 분석)

  • Lee, Yun-Kyeung;Lee, Tae-sang;Lim, Soo-Min;Kim, Youngshin
    • Journal of Science Education
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    • v.39 no.1
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    • pp.58-79
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    • 2015
  • This study is to analyze the 2289 students questionnaires from 3rd to 9th grade students in order to analyze the students' perceptions change aspect by their grade about the frequency and type of students' question during various science class context. After the class contexts proposed in the questionnaire subcategorize into 19 subitems about 4 areas of class content, class pattern, class material and class process, this study examined the frequency and type of students' question during a science class by each item. The results of this study were as follows. First, the type of students' question was that the most frequent was understanding question and the second was memory question and these both types were half frequency. There was no special tendency related the change of students' question type by school year. Second, the frequency of 4th grade students' question was the highest among other school year students and the frequency of students' question was lowered by the higher school year. The change of students' question by school year was the biggest between 3rd and 4th grade. The class strategies for improving the class effect reflect that the various and active students' question by class context and school year stimulates students' thinking and also builds up the active class environment.

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Children's Implicit Understanding about Theory of Mind (마음이론에 대한 아동의 암묵적 이해)

  • Hahn, Eun Joo;Choi, Kyoung Sook
    • Korean Journal of Child Studies
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    • v.29 no.1
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    • pp.103-113
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    • 2008
  • This study examined the difference in children's performance between two types of task by the number of protagonists and children's implicit understanding of false-belief. The implicit measure by eye gaze was contrasted with children's explicit answers to the experimenter's question about where the protagonist would look for an object. Results showed there was no difference according to the task type by number of protagonists. On false-belief, 2- and 3-year-olds showed low performance compared with 4-year-olds on explicit responses. On implicit responses, 3- and 4-year-olds out-performed 2-year-olds. These results suggest that implicit understanding precedes explicit understanding.

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Using similarity based image caption to aid visual question answering (유사도 기반 이미지 캡션을 이용한 시각질의응답 연구)

  • Kang, Joonseo;Lim, Changwon
    • The Korean Journal of Applied Statistics
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    • v.34 no.2
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    • pp.191-204
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    • 2021
  • Visual Question Answering (VQA) and image captioning are tasks that require understanding of the features of images and linguistic features of text. Therefore, co-attention may be the key to both tasks, which can connect image and text. In this paper, we propose a model to achieve high performance for VQA by image caption generated using a pretrained standard transformer model based on MSCOCO dataset. Captions unrelated to the question can rather interfere with answering, so some captions similar to the question were selected to use based on a similarity to the question. In addition, stopwords in the caption could not affect or interfere with answering, so the experiment was conducted after removing stopwords. Experiments were conducted on VQA-v2 data to compare the proposed model with the deep modular co-attention network (MCAN) model, which showed good performance by using co-attention between images and text. As a result, the proposed model outperformed the MCAN model.