Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review
In the digital era, human-robot interaction is rapidly expanding, emphasizing the need for social robots to fluently understand and communicate in multiple languages. It is not merely about decoding words but about establishing connections and building trust. However, many current social robots are...
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| Format: | Article |
| Language: | English |
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AIMS Press
2023-10-01
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| Series: | Electronic Research Archive |
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| Online Access: | https://www.aimspress.com/article/doi/10.3934/era.2023334?viewType=HTML |
| _version_ | 1797449861078974464 |
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| author | Yanling Dong Xiaolan Zhou |
| author_facet | Yanling Dong Xiaolan Zhou |
| author_sort | Yanling Dong |
| collection | DOAJ |
| description | In the digital era, human-robot interaction is rapidly expanding, emphasizing the need for social robots to fluently understand and communicate in multiple languages. It is not merely about decoding words but about establishing connections and building trust. However, many current social robots are limited to popular languages, serving in fields like language teaching, healthcare and companionship. This review examines the AI-driven language abilities in social robots, providing a detailed overview of their applications and the challenges faced, from nuanced linguistic understanding to data quality and cultural adaptability. Last, we discuss the future of integrating advanced language models in robots to move beyond basic interactions and towards deeper emotional connections. Through this endeavor, we hope to provide a beacon for researchers, steering them towards a path where linguistic adeptness in robots is seamlessly melded with their capacity for genuine emotional engagement. |
| first_indexed | 2024-03-09T14:32:08Z |
| format | Article |
| id | doaj.art-d501022a0a224a90a9e9df83ff5180a6 |
| institution | Directory Open Access Journal |
| issn | 2688-1594 |
| language | English |
| last_indexed | 2024-03-09T14:32:08Z |
| publishDate | 2023-10-01 |
| publisher | AIMS Press |
| record_format | Article |
| series | Electronic Research Archive |
| spelling | doaj.art-d501022a0a224a90a9e9df83ff5180a62023-11-28T01:25:30ZengAIMS PressElectronic Research Archive2688-15942023-10-0131116600663310.3934/era.2023334Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive reviewYanling Dong 0Xiaolan Zhou1School of Foreign Languages & Literature, Shandong University, Jinan 250000, ChinaSchool of Foreign Languages & Literature, Shandong University, Jinan 250000, ChinaIn the digital era, human-robot interaction is rapidly expanding, emphasizing the need for social robots to fluently understand and communicate in multiple languages. It is not merely about decoding words but about establishing connections and building trust. However, many current social robots are limited to popular languages, serving in fields like language teaching, healthcare and companionship. This review examines the AI-driven language abilities in social robots, providing a detailed overview of their applications and the challenges faced, from nuanced linguistic understanding to data quality and cultural adaptability. Last, we discuss the future of integrating advanced language models in robots to move beyond basic interactions and towards deeper emotional connections. Through this endeavor, we hope to provide a beacon for researchers, steering them towards a path where linguistic adeptness in robots is seamlessly melded with their capacity for genuine emotional engagement.https://www.aimspress.com/article/doi/10.3934/era.2023334?viewType=HTMLsocial robotic interactionai-enhanced language comprehensionmultilingual roboticssemantic interlingual challengesempathetic robotic communication |
| spellingShingle | Yanling Dong Xiaolan Zhou Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review Electronic Research Archive social robotic interaction ai-enhanced language comprehension multilingual robotics semantic interlingual challenges empathetic robotic communication |
| title | Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review |
| title_full | Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review |
| title_fullStr | Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review |
| title_full_unstemmed | Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review |
| title_short | Advancements in AI-driven multilingual comprehension for social robot interactions: An extensive review |
| title_sort | advancements in ai driven multilingual comprehension for social robot interactions an extensive review |
| topic | social robotic interaction ai-enhanced language comprehension multilingual robotics semantic interlingual challenges empathetic robotic communication |
| url | https://www.aimspress.com/article/doi/10.3934/era.2023334?viewType=HTML |
| work_keys_str_mv | AT yanlingdong advancementsinaidrivenmultilingualcomprehensionforsocialrobotinteractionsanextensivereview AT xiaolanzhou advancementsinaidrivenmultilingualcomprehensionforsocialrobotinteractionsanextensivereview |