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Text Reasoning Chain Extraction for Multi-Hop Question Answering

Tsinghua Science and Technology 2024年第4期29卷 959-970页

作者： Pengming Wang Zijiang Zhu Qing Chen Weihuang Dai School of Data Science and Artificial Intelligence Wenzhou University of TechnologyWenzhou 325035China School of Computer Science and also with Institute of Intelligent Information ProcessingSouth China Business CollegeGuangdong University of Foreign StudiesGuangzhou 510545China School of Psychology Jiangxi Normal UniversityNanchang 330022China also with School of Science East China Jiaotong UniversityNanchang 330013China Institute of Intelligent Information Processing South China Business CollegeGuangdong University of Foreign StudiesGuangzhou 510545China

With the advent of the information age, it will be more troublesome to search for a lot of relevant knowledge to find the information you need. Text reasoning is a very basic and important part of multi-hop question and answer tasks. This paper aims to study the integrity, uniformity, and speed of computational intelligence inference data capabilities. That is why multi-hop reasoning came into being, but it is still in its infancy, that is, it is far from enough to conduct multi-hop question and answer questions, such as search breadth, process complexity, response speed, comprehensiveness of information, etc. This paper makes a text comparison between traditional information retrieval and computational intelligence through corpus relevancy and other computing methods. The study finds that in the face of multi-hop question and answer reasoning, the reasoning data that traditional retrieval methods lagged behind in intelligence are about 35% worse. It shows that computational intelligence would be more complete, unified, and faster than traditional retrieval methods. This paper also introduces the relevant points of text reasoning and describes the process of the multi-hop question answering system, as well as the subsequent discussions and expectations.

关键词： intelligent computing multi-hop quiz text reasoning document retrieval text complex network

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A Creative Computing Approach to Film-story Creation:A Proposed Theoretical Framework

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International Journal of Automation and computing 2020年第5期17卷 678-690页

作者： Hong-Wei Liu Hong-Rui Liu Hong-Ji Yang En-Ze Yu Tianjin foreign studies university Tianjin 300204China San Jose State university San Jose 95192USA university of Leicester Leicester LE17RHEngland south china business college Guangdong University of Foreign StudiesGuangzhou 510545China

The film industry is currently witnessing a severe shortage of good stories and a decline in storytelling ***,creative computing has been employed successfully in the humanities,especially in the fields of *** the similarities between the process of film-story creation and that of creative computing,we propose a theoretical framework across the two domains,where the exploratory,the combinational and the transformational rules are jointly utilized to generate new ideas and provide potential options in film-story *** framework consists of a film knowledge library,a creative computing system,an evaluation model and an output *** combination of creative computing and film story creation not only helps to produce novel storylines,shorten the creation cycle,and speed up film industry,but also contributes to the novelty and specificity of interdisciplinary studies.

关键词： Creative computing film-story creation creativity rules automatic generation human-like scriptwriting

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Analysis on Employee Motivation Management of Haidilao From the Perspective of Confucianism Wulun

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Chinese business Review 2018年第11期17卷 542-545页

作者： Huisi Chen Yuran Zeng south china business college Guangdong University of Foreign Studies Guangdong China business college Guangdong University of Foreign Studies Guangdong China

It is a common belief that specific nations possess specific cultural traits that are resistant to change. The purpose of this paper is to explore the impact of Confucianism on the organizational management in Haidilao International Holding Ltd.(Haidilao), based on the Five Cardinal Human Relationships (Wulun). The paper also further explains the application of Wulun to daily staff management in Haidilao. It is expected to provide some unique philosophical perspectives to forge a richer understanding field of contemporary business management.

关键词： Confucianism Wulun Haidilao contemporary business management

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Metric Identification of Vertices in Polygonal Cacti

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Computer Modeling in Engineering & Sciences 2023年第7期136卷 883-899页

作者： Xiujun Zhang Muhammad Salman Anam Rani Rashna Tanveer Usman Ali Zehui Shao School of Computer Science Chengdu UniversityChengduChina Department of Mathematics The Islamia University of BahawalpurBahawalpurPakistan Centre for Advanced studies in Pure and Applied Mathematics Bahauddin Zakariya UniversityMultanPakistan Institute for Intelligent Information Processing South China Business College of Guangdong University of Foreign StudiesGuangzhouChina

The distance between two vertices u and v in a connected graph G is the number of edges lying in a shortest path(geodesic)between them.A vertex x of G performs the metric identification for a pair(u,v)of vertices in G if and only if the equality between the distances of u and v with x implies that u=v(That is,the distance between u and x is different from the distance between v and x).The minimum number of vertices performing the metric identification for every pair of vertices in G defines themetric dimension of *** this paper,we performthemetric identification of vertices in two types of polygonal cacti:chain polygonal cactus and star polygonal cactus.

关键词： Metric metric identification metric generator metric dimension cactus graph

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On the Elements of Masculinity and Femininity in Arthur Miller’s Dramas

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Sino-US English Teaching 2018年第4期15卷 202-208页

作者： ZHANG Qin south china business college Guangdong University of Foreign StudiesGuangdongChina

Arthur Miller is universally recognized as one of the greatest dramatists of the 20th century in the United States,together with the conscience of American ***,his works have always been considered as having misogynic *** paper,on the basis of gender theories,seeks to undertake an interpretation to the elements of masculinity and femininity regarding female characters in Arthur Miller’s *** The Crucible and A Memory of Two Mondays as a case in point,the author seeks to identify and discuss three categories of female characters,comprising“the angel in the house”,the figure of Medea,and the silenced and absent females,in order to deconstruct Miller’s dichotomized outlook on females.

关键词： Arthur Miller The Crucible A Memory of Two Mondays masculinity femininity

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A Deconstructive Analysis of The Great Gatsby

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Journal of Literature and Art studies 2018年第12期8卷 1682-1686页

作者： ZHANG Qin south china business college Guangdong University of Foreign StudiesGuangdongChina

Francis Scott Fitzgerald(1896-1940)is universally recognized as one of the greatest American writers of the 20th *** is also considered a member of the“Lost Generation”of the 1920s,and with the publication of The Great Gatsby he was catapulted to fame by a night which gives a concrete illustration to the Jazz *** the novel as a case in point,this paper,based on the theory of deconstruction,seeks to undertake a deconstructive interpretation towards the binary oppositions on which the projects rest—dream and reality,and the past and the present,in order to subvert logos-centrism represented by Gatsby’s disillusionment with his American dream.

关键词： deconstruction The Great Gatsby logos-centrism Lacan

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A Study of the E-C Translation for the Modal Verbs in the Berne Convention

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Journal of Literature and Art studies 2018年第3期8卷 437-444页

作者： HU Hong-ling south china business college Guangdong University of Foreign Studies Guangzhou China

The Berne Convention plays a very important role in the protection of the copyright in its member states. Good Chinese translation for the Berne Convention will undoubtedly improve the implementation of it in china. One of the key factors that affect the translation of the Berne Convention is the translation for the modal verbs, because they are concerning the rights conferred to or obligations imposed on authors or countries of the Union. Based on the statistics of the modal verbs used in the Berne Convention, this paper discovers that ＂shall＂ and ＂may＂ are the most frequently used modal verbs among the ones in English language and they are translated into many types of phrases in Chinese, but not all of them are accurate or appropriate, because the expressions used in the Copyright Law of the People＇s Republic of china to indicate rights, obligations or prohibitions are not all those that ＂shall＂ or ＂may＂ are translated into. Some suggestions can be put forward to improve the current Chinese translation for ＂shall＂ or ＂may＂ in the Berne Convention.

关键词： the Berne Convention modal verbs Chinese translations suggestions shall may

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Promoting Intercultural Competence in EFL Classroom

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Journal of Literature and Art studies 2019年第4期9卷 412-418页

作者： LI Xiao-mei south china business college Guangdong University of Foreign StudiesGuangzhouChina

Promoting intercultural competence is an important objective in foreign language education. The main purpose of the study was to examine the effects of incorporating "noticing, comparing, reflecting, and interacting" teaching model in English-as-a-foreign-language (EFL) classroom. Data were collected from students’ reflective writing reports and semi-structured interviews. The analysis of the data revealed that this teaching practice could serve as an effective tool to develop students’ intercultural competence, particularly regarding intercultural knowledge, attitudes, and awareness.

关键词： intercultural competence college English teaching model

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A Case Study on Anxiety of university English Teachers as Visiting Scholars in Their Collaborative Learning

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Journal of Literature and Art studies 2019年第1期9卷 79-86页

作者： LI Chun-mei guangdong university of foreign studies south china business college GuangzhouChina

The study is to explore the test anxiety of three university English teachers in their collaborative learning community when they do their visiting scholar *** research questions are about the representations of test anxiety of the college English teacher collaborative learning community as visiting scholars,and the interaction between anxiety and their collaborative *** main data collection includes deep interview,field observation,online chatting,*** research finds that at the three stages of their learning,the participant shows various representations of test anxiety from cognitive,affective and behavioral perspectives,and collaborative learning community facilitates the participant have better execution in learning,more pressure released and much cognitive enhancement *** contrast,lack of collaborative learning environment in her working university and the specific anxiety for marriage in female participant are two additional findings in the study,which may prove the positive effect of collaborative learning on anxiety from another point of view.

关键词： anxiety collaborative learning university teachers as visiting scholar

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Culture-Specific Metaphor in TGOC and Its C-E Translation

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Journal of Literature and Art studies 2020年第9期10卷 852-861页

作者： YIN Xue-yan south china business college Guangdong University of Foreign StudiesGuangzhouChina

The Governance of china features the application of metaphors with Chinese *** is very *** uses rational and conscious conceptual basis with emotional and metaphoric meaning to describe facts and affect people’s *** statistical analysis of Xi Jinping’s metaphorical expression and its resonance of the source domain,the current research focuses on the identification of conceptual metaphors in TGOC and explores its translation *** is found that the ROSD of JOURNEY,BUILDING and WAR metaphors are among the highest and *** networks have been identified to translate the culture-specific metaphors from Chinese into English,while the Single-Scopes dominate an overwhelming ***-Scopes and Double-Scopes are the main cognitive strategies for the C-E translation.

关键词： The Governance of china mapping integrated blending metaphor translation

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