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Multi-Head Encoder Shared Model Integrating Intent and Emotion for Dialogue Summarization
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作者 Xinlai Xing Junliang Chen +2 位作者 Xiaochuan Zhang Shuran Zhou Runqing Zhang 《Computers, Materials & Continua》 2025年第2期2275-2292,共18页
In task-oriented dialogue systems, intent, emotion, and actions are crucial elements of user activity. Analyzing the relationships among these elements to control and manage task-oriented dialogue systems is a challen... In task-oriented dialogue systems, intent, emotion, and actions are crucial elements of user activity. Analyzing the relationships among these elements to control and manage task-oriented dialogue systems is a challenging task. However, previous work has primarily focused on the independent recognition of user intent and emotion, making it difficult to simultaneously track both aspects in the dialogue tracking module and to effectively utilize user emotions in subsequent dialogue strategies. We propose a Multi-Head Encoder Shared Model (MESM) that dynamically integrates features from emotion and intent encoders through a feature fusioner. Addressing the scarcity of datasets containing both emotion and intent labels, we designed a multi-dataset learning approach enabling the model to generate dialogue summaries encompassing both user intent and emotion. Experiments conducted on the MultiWoZ and MELD datasets demonstrate that our model effectively captures user intent and emotion, achieving extremely competitive results in dialogue state tracking tasks. 展开更多
关键词 dialogue summaries dialogue state tracking emotion recognition task-oriented dialogue system pre-trained language model
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An Empirical Study of the Impact of AI-Based Reflective Dialogue Model on EFL Students’Oral Expression Skills 被引量:1
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作者 Yu Zhao You-You Zhang +2 位作者 Xiao-Nan Luo Dan-Ting Deng Qun-Fang Zeng 《教育技术与创新》 2025年第3期9-20,共12页
Oral expression skills play an essential role in the development of EFL students’language abilities,and how to improve EFL students’oral expression skills is an essential and challenging task.This study adopts a qua... Oral expression skills play an essential role in the development of EFL students’language abilities,and how to improve EFL students’oral expression skills is an essential and challenging task.This study adopts a quasi-experimental research method to carry out the research and proposes an AI-based reflective dialogue model.Based on this,an analysis of the impact brought by this model on EFL students’oral expression performance and learning anxiety levels.The results show that students in the experimental group have significantly higher oral expression performance than those in the control group in the three dimensions of grammatical accuracy,expressive fluency,and word accuracy.In addition,the students in the experimental group produced facilitated anxiety after using the AI-based reflective dialogue model for oral expression learning,which prompted the students to learn more diligently. 展开更多
关键词 human-computer dialogue model oral expression reflective dialogue AI EFL student
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Dialogue on Exchanges,Mutual Learningg among Civilisations Held in Dunhuang
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作者 Deng Zhangyu 《International Understanding》 2025年第2期12-13,共2页
The Fourth Dialogue on Exchanges and Mutual Learning Among Civilisations was held in Dunhuang in Northwest China's Gansu Province on Friday,bringing together politicians,heads of international organisations,schola... The Fourth Dialogue on Exchanges and Mutual Learning Among Civilisations was held in Dunhuang in Northwest China's Gansu Province on Friday,bringing together politicians,heads of international organisations,scholars and experts to discuss the significance of exchanges and dialogues between different civilisations in a world facing many conflicts. 展开更多
关键词 mutual learning China dialogue EXCHANGES civilisations GansuProvince Dunhuang exchanges dialogues
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A Canal That Leads to Dialogue
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作者 ZHAO YANG 《China Today》 2025年第9期60-63,共4页
Agroup of young representatives and scholars from more than 10 foreign countries had great fun collecting water samples from the Grand Canal in Sanwan Park,Yangzhou City,east China’s Jiangsu Province,on June 3,2025.T... Agroup of young representatives and scholars from more than 10 foreign countries had great fun collecting water samples from the Grand Canal in Sanwan Park,Yangzhou City,east China’s Jiangsu Province,on June 3,2025.The samples were poured into a“pot of civilization,”which symbolized the integration of cultures.In addition to the canal,the young people also visited places such as Yangzhou University,China Grand Canal Museum,and the Slender West Lake,learning the culture of the Grand Canal and the canal city of Yangzhou. 展开更多
关键词 grand canal young representatives integration culturesin dialogue sanwan park water samples SCHOLARS CANAL
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A Dialogue of Sino-French Arts
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作者 MA LI 《China Today》 2025年第7期72-74,共3页
France’s Barbizon School of art finds commonalities in China’s landscape painting and rural art,showcasing the universality of creativity.THE village of Barbizon in north-cenral France,located on the outskirts of th... France’s Barbizon School of art finds commonalities in China’s landscape painting and rural art,showcasing the universality of creativity.THE village of Barbizon in north-cenral France,located on the outskirts of the stunning Fontainebleu Forest,became famous in art history for giving rise to a school of painting that sought realism in nature painting,based on deep observation and love for nature.Lishui is a city in Zhejiang Province in east China known as the green valley due to its extensive forest cover.Today,it has also become a channel of intercultural dialogue between China and France. 展开更多
关键词 Landscape Painting school painting Cultural dialogue Lishui CREATIVITY landscape painting Rural Art Sino French Arts
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Dialogue on Mutual Learning between Chinese and German Civilisations Successfully Held
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《International Understanding》 2025年第1期3-4,共2页
On 28 November 2024,the Chinese Association for International Understanding(CAFIU)hosted the Dialogue on Mutual Learning between Chinese and German Civilisations in Berlin,Germany.Ji Bingxuan,Vice-Chairperson of the S... On 28 November 2024,the Chinese Association for International Understanding(CAFIU)hosted the Dialogue on Mutual Learning between Chinese and German Civilisations in Berlin,Germany.Ji Bingxuan,Vice-Chairperson of the Standing Committee of the 13th National People's Congress of China and President of CAFIU,who was on a visit in Germany,attended the Dialogue and delivered a keynote speech. 展开更多
关键词 mutual learning diplomatic visit dialogue mutual learning Berlin chinese german civilisations German civilization Chinese civilization CAFIU
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A Pragmatic Study of Dialogues in Flipped in Light of Speech Act Theory
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作者 JI Ming-ming 《Journal of Literature and Art Studies》 2025年第10期769-774,共6页
Flipped is a book written by American author Wendelin Van Draanen. It is a novel about young teenagers and was adapted into the famous film of the same name in 2010. The thesis employs speech acts, as pioneered by Joh... Flipped is a book written by American author Wendelin Van Draanen. It is a novel about young teenagers and was adapted into the famous film of the same name in 2010. The thesis employs speech acts, as pioneered by John Austin and further developed by John Searle, to investigate the influence of dialogues on characterization and plot development in Flipped. By exploring the theory of speech acts presented in dialogues between characters, the author deciphers the underlying intentions embodied in the dialogues and demonstrates the importance of the use of speech acts in dialogues in revealing the characters, driving the development of the plot and expressing the theme of the text. 展开更多
关键词 PRAGMATICS speech act theory Flipped dialogue literary effect
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Global Dialogue on Civilisational Inheritance and the Digital Silk Road
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《International Understanding》 2025年第2期16-17,共2页
On the afternoon of May 30,the parallel forum"Global Dialogue on Civilisational Inheritance and the Digital Silk Road,"as part of the 4th Dialogue on Exchanges and Mutual Learning among Civilisations,was hel... On the afternoon of May 30,the parallel forum"Global Dialogue on Civilisational Inheritance and the Digital Silk Road,"as part of the 4th Dialogue on Exchanges and Mutual Learning among Civilisations,was held in Dunhuang.The forum focused on key areas of Silk Road civilisation studies in the new era under the theme"Carrying Forward the Silk Road Spirit and Pooling Strength for the Implementation of the Global Civilisation Initiative."Discussions centred on topics such as humanistic research on the Digital Silk Road,translation studies of cultural heritage,and archaeological studies of Silk Road sites,providing a platform for experts and scholars to exchange ideas and share achievements,and working to build a strong synergy for exchanges and mutual learning among civilisations. 展开更多
关键词 Digital Silk Road silk road global dialogue civilisational inheritance exchanges mutual learning humanistic research parallel forumglobal Dunhuang
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Youth Power in Dialogue among Civilisations
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《International Understanding》 2025年第2期22-23,共2页
On the evening of May 30th,the parallel forum"Youth Power in Dialogue among Civilisations,"as part of the 4th Dialogue on Exchanges and Mutual Learning among Civilisations,was held in Dunhuang.The forum was ... On the evening of May 30th,the parallel forum"Youth Power in Dialogue among Civilisations,"as part of the 4th Dialogue on Exchanges and Mutual Learning among Civilisations,was held in Dunhuang.The forum was hosted by the Chinese Association for International Understanding and organised by the Schwarzman College of Tsinghua University.More than 30 youth representatives from the Schwarzman Scholars international delegation and a delegation of European,American and African NGO friends came together under the theme"The Youth Power of Cross-Civilisation Dialogue.Discussions focused on topics such as cultural inheritance and innovation,and cross-cultural collaboration.The sessions were co-chaired by Professor Pan Qingzhong,Executive Dean of the Schwarzman College,and Joshua Woodard,a Schwarzman Scholar from the United States of America. 展开更多
关键词 cultural inheritance dialogue civilizations cross cultural collaboration parallel forumyouth exchanges mutual learning youth power innovation
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Art Promotes Dialogue:The First International Day for Dialogue Among Civilizations
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作者 Xin Wen 《China & The World Cultural Exchange》 2025年第8期6-15,共10页
In June 2024,the 78th session of the United Nations General Assembly unanimously adopted a resolution proposed by China,designating June 10 of each year as the International Day for Dialogue Among Civilizations.This i... In June 2024,the 78th session of the United Nations General Assembly unanimously adopted a resolution proposed by China,designating June 10 of each year as the International Day for Dialogue Among Civilizations.This initiative aimed to deepen global appreciation for the value of civilizational diversity,promote dialogue and mutual respect,and advance the construction of a more harmonious and interconnected world. 展开更多
关键词 cultural diversity harmonious world CIVILIZATIONS deepen global appreciation value civilizational diversitypromote dialogue United Nations mutual respect interconnected world
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CNIE Delegation Attended Africa-China People-to-People Dialogue in Zambia
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《International Understanding》 2025年第2期48-51,共4页
At the invitation of the Economic,Social and Cultural Council(ECOSOCC)of the African Union,Li Jun,Vice-President of China NGO Network for International Exchanges(CNIE)and former Vice-Minister of the International Depa... At the invitation of the Economic,Social and Cultural Council(ECOSOCC)of the African Union,Li Jun,Vice-President of China NGO Network for International Exchanges(CNIE)and former Vice-Minister of the International Department of the CPC Central Committee,led a six-member delegation to Zambia from May 7th to 9th to attend the Africa-China People-to-People Dialogue.The event brought together over 150 participants,including Han Jing,Chinese Ambassador to Zambia and representatives from all walks of life in China and Africa. 展开更多
关键词 people people dialogue African Union China Economic Social Cultural Council Africa Chinese Ambassador Zambia China NGO Network International Exchanges
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Foreign Representatives Gather in Dunhuang for Civilisation Dialogue
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作者 Zhang Changyue 《International Understanding》 2025年第2期14-15,共2页
In late May,the city of Dunhuang,a key historical hub of Eastern and Western cultures in Northwest China's Gansu Province,basked in clear and refreshing weather under a brilliant blue sky.The rugged Mingsha Mounta... In late May,the city of Dunhuang,a key historical hub of Eastern and Western cultures in Northwest China's Gansu Province,basked in clear and refreshing weather under a brilliant blue sky.The rugged Mingsha Mountain,renowned for the musical sounds produced by wind-blown sands when the wind blows,stood in silent majesty.To the close north of the mountain's massive golden dunes stood the city's international convention centre,where some 400 vips from 60 countries host cultural exchanges and mutual learning. 展开更多
关键词 Gansu province foreign representatives civilisation dialogue mingsha mountainrenowned Dunhuang clear refreshing weather historical hub eastern western cultures
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Beijing Declaration Global Civilizations Dialogue Ministerial Meeting
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《Contemporary World》 2025年第4期F0003-F0003,共1页
Ⅰ.We,political party leaders,government ministers and representatives of various sectors from over 140 countries held the Global Civilizations Dialogue Ministerial Meeting from 10 to 11 July 2025 in Beijing,China.Foc... Ⅰ.We,political party leaders,government ministers and representatives of various sectors from over 140 countries held the Global Civilizations Dialogue Ministerial Meeting from 10 to 11 July 2025 in Beijing,China.Focusing on the theme Safeguarding Diversity of Human Civilizations for World Peace and Development,we engaged in in-depth exchanges and reached broad consensus. 展开更多
关键词 global civilizations dialogue safeguarding diversity human civilizations world peace development ministerial meeting diversity human civilizations
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Dialogue Relation Extraction Enhanced with Trigger:A Multi-Feature Filtering and Fusion Model
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作者 Haitao Wang Yuanzhao Guo +1 位作者 Xiaotong Han Yuan Tian 《Computers, Materials & Continua》 2025年第4期137-155,共19页
Relation extraction plays a crucial role in numerous downstream tasks.Dialogue relation extraction focuses on identifying relations between two arguments within a given dialogue.To tackle the problem of low informatio... Relation extraction plays a crucial role in numerous downstream tasks.Dialogue relation extraction focuses on identifying relations between two arguments within a given dialogue.To tackle the problem of low information density in dialogues,methods based on trigger enhancement have been proposed,yielding positive results.However,trigger enhancement faces challenges,which cause suboptimal model performance.First,the proportion of annotated triggers is low in DialogRE.Second,feature representations of triggers and arguments often contain conflicting information.In this paper,we propose a novel Multi-Feature Filtering and Fusion trigger enhancement approach to overcome these limitations.We first obtain representations of arguments,and triggers that contain rich semantic information through attention and gate methods.Then,we design a feature filtering mechanism that eliminates conflicting features in the encoding of trigger prototype representations and their corresponding argument pairs.Additionally,we utilize large language models to create prompts based on Chain-of-Thought and In-context Learning for automated trigger extraction.Experiments show that our model increases the average F1 score by 1.3%in the dialogue relation extraction task.Ablation and case studies confirm the effectiveness of our model.Furthermore,the feature filtering method effectively integrates with other trigger enhancement models,enhancing overall performance and demonstrating its ability to resolve feature conflicts. 展开更多
关键词 dialogue relation extraction feature filtering chain-of-thought
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Measurement-device-independent quantum dialogue protocol with bidirectional identity authentication
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作者 Shi-Pu Gu Jia-Wei Ying +2 位作者 Xing-Fu Wang Lan Zhou Yu-Bo Sheng 《Chinese Physics B》 2025年第11期318-325,共8页
Quantum dialogue(QD)realizes the real-time secure bidirectional quantum communication.Measurement-deviceindependent(MDI)QD can resist all possible attacks focusing on the imperfect measurement devices and enhance QD’... Quantum dialogue(QD)realizes the real-time secure bidirectional quantum communication.Measurement-deviceindependent(MDI)QD can resist all possible attacks focusing on the imperfect measurement devices and enhance QD’s practical security.However,in practical applications,any secure communication requires identity authentication as a prerequisite.In this paper,we propose an MDI QD protocol with bidirectional identity authentication.The practical communication parties can first authenticate the identity of each other simultaneously before the message exchange.In theory,our MDI QD protocol has unconditional security and the communication parties can exchange 1.5 bits of messages in each communication round with linear optical Bell state measurement.We numerically simulate the secrecy message capacity of our MDI QD protocol.Our protocol has two advantages.First,it can effectively resist the impersonation attack and enhance MDI QD’s practical security.Second,it does not require keys to assist the message exchange and has relatively high efficiency.Our protocol has application potential in the future quantum communication field. 展开更多
关键词 measurement-device-independent quantum dialogue quantum identity authentication entanglement swapping
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The Power of Global Dialogues
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作者 Zhang Hui 《China Today》 2025年第8期2-2,共1页
At a time when humanity grapples with intersecting deficits in peace,development,security and governance,civilizations stand at a crossroads.As traditional Western-led solutions falter,China’s Global Civilization Ini... At a time when humanity grapples with intersecting deficits in peace,development,security and governance,civilizations stand at a crossroads.As traditional Western-led solutions falter,China’s Global Civilization Initiative(GCI)emerges as a transformative framework,translating historical wisdom into actionable strategies.Recent forums like the 11th Nishan Forum on World Civilizations and the Global Civilizations Dialogue Ministerial Meeting underscore growing consensus on core principles:equality,mutual learning,inclusive dialogue,and collaborative response to global challenges.As Chinese President Xi Jinping pointed out in his congratulatory letter to the Global Civilizations Dialogue Ministerial Meeting,“History shows that exchanges and mutual learning among civilizations are essential for civilizations to flourish and for human progress to be made.” 展开更多
关键词 security global civilizations GOVERNANCE global civilization initiative gci emerges development global dialogues Chinas Global Civilization Initiative intersecting deficits
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Recent Advances on Human-Computer Dialogue 被引量:6
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作者 Xiaojie Wang Caixia Yuan 《CAAI Transactions on Intelligence Technology》 2016年第4期303-312,共10页
Human-Computer dialogue systems provide a natural language based interface between human and computers. They are widely demanded in network information services, intelligent accompanying robots, and so on. A Human-Com... Human-Computer dialogue systems provide a natural language based interface between human and computers. They are widely demanded in network information services, intelligent accompanying robots, and so on. A Human-Computer dialogue system typically consists of three parts, namely Natural Language Understanding (NLU), Dialogue Management (DM) and Natural Language Generation (NLG). Each part has several different subtasks. Each subtask has been received lots of attentions, many improvements have been achieved on each subtask, respectively. But systems built in traditional pipeline way, where different subtasks are assembled sequently, suffered from some problems such as error accu- mulation and expanding, domain transferring. Therefore, researches on jointly modeling several subtasks in one part or cross different parts have been prompted greatly in recent years, especially the rapid developments on deep neural networks based joint models. There is even a few work aiming to integrate all subtasks of a dialogue system in a single model, namely end-to-end models. This paper introduces two basic frames of current dialogue systems and gives a brief survey on recent advances on variety subtasks at first, and then focuses on joint models for multiple subtasks of dialogues. We review several different joint models including integration of several subtasks inside NLU or NLG, jointly modeling cross NLG and DM, and jointly modeling through NLU, DM and NLG. Both advantages and problems of those joint models are discussed. We consider that the joint models, or end-to-end models, will be one important trend for developing Human-Computer dialogue systems. 展开更多
关键词 Human-Computer dialogue system Natural Language Understanding dialogue Management Natural Language Generation Joint model
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On the Translation of Hybridity in the Chinese Version of Saving Fish from Drowning in the Light of Bakhtin's Theory of Dialogue
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作者 胡争艳 王冀萍 《海外英语》 2015年第12期94-95,共2页
In translation, hybridity often poses a big challenge to the translator, especially when the hybrid text is a novel. The au-thor of this paper hopes to contribute to the study of the translation of hybridity in Englis... In translation, hybridity often poses a big challenge to the translator, especially when the hybrid text is a novel. The au-thor of this paper hopes to contribute to the study of the translation of hybridity in English novels by drawing on Bakhtin's theory ofdialogue. By analyzing the translation of linguistic hybridity in Saving Fish from Drowning, the author of this paper finds that thetranslation by Caiju is not good enough and tries to provide a new direction by virtue of which translators can choose right transla-tion strategies. 展开更多
关键词 THEORY of dialogue HYBRIDITY TRANSLATION
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Design and implementation of scenic-spot introduction-task-oriented3D virtual human spoken dialogue system
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作者 吴王惠 谢湘 +2 位作者 焦祎姗 张征 高高 《Journal of Beijing Institute of Technology》 EI CAS 2014年第3期395-400,共6页
A scenic-spot introduction-task-oriented 3D virtual human spoken dialogue system-- EasyGuide is introduced. The system includes five modules: natural language processing, task do- main knowledge database, dialogue ma... A scenic-spot introduction-task-oriented 3D virtual human spoken dialogue system-- EasyGuide is introduced. The system includes five modules: natural language processing, task do- main knowledge database, dialogue management, voice processing and 3D virtual human text-to-vis- ual speech synthesis. In the first module, dictionary construction along with sentence analysis and semantic representation axe illustrated specifically. A tree-structured knowledge database is designed for the task domain. A novel framework based on the keyword analysis and context constraints is proposed as the dialogue management. As for voice processing module, a software development kit which performs speech recognition and synthesis is introduced briefly. In the last module, 3D viseme synthesis is explained with examples and a text-driven facial animation system is presented. Evalua- tion results show that the system can achieve satisfactory performance. 展开更多
关键词 spoken dialogue system speech recognition dialogue management.
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Non-traditional Dialogues between Thoughts
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作者 Konul Bunyadzade 《Journal of Philosophy Study》 2013年第7期619-626,共8页
The article considers a new and non-traditional form of dialogue. Calling it a "spiritual dialogue" or the intersection of thoughts, the author comments on this type of dialogue as a basis for interreligious, interc... The article considers a new and non-traditional form of dialogue. Calling it a "spiritual dialogue" or the intersection of thoughts, the author comments on this type of dialogue as a basis for interreligious, intercultural and intercivilizational dialogues, seeing it as their main motive force. In this study, firstly, traditional and non-traditional dialogues are compared and indicate their specific features on the basis of the work of the Eastern and the West thinkers. Then, the nontraditional dialogue has been considered in the context of modern information chaos. The last section of the article is devoted to the analysis of the basic principles of non-traditional dialogue, emphasizing the role of language. The conclusion of the article once again highlights the importance of non-traditional dialogue that starts in the inner world of the human being, which gives him a possibility to observe an object from two viewpoints and merge and these different views in the mind. 展开更多
关键词 non-traditional dialogue MONOLOGUE East-West the crossing of thoughts the exchange of ideas information chaos spiritual dialogue
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