05117nam 22007095 450 991062430220332120251225203726.09789811955389981195538710.1007/978-981-19-5538-9(MiAaPQ)EBC7129901(Au-PeEL)EBL7129901(CKB)25299677700041(PPN)265856795(BIP)86243479(DE-He213)978-981-19-5538-9(EXLCZ)992529967770004120221031d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierConversational AI for Natural Human-Centric Interaction 12th International Workshop on Spoken Dialogue System Technology, IWSDS 2021, Singapore /edited by Svetlana Stoyanchev, Stefan Ultes, Haizhou Li1st ed. 2022.Singapore :Springer Nature Singapore :Imprint: Springer,2022.1 online resource (303 pages)Lecture Notes in Electrical Engineering,1876-1119 ;943Print version: Stoyanchev, Svetlana Conversational AI for Natural Human-Centric Interaction Singapore : Springer,c2022 97898119553722 Includes bibliographical references.Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling -- Segmentation-Based Formulation of Slot Filling Task for Better Generative Modeling -- Can we predict how challenging Spoken Language Understanding corpora are across sources, languages and domains? -- Personalized Extractive Summarization with Discourse Structure Constraints Towards Efficient and Coherent Dialog-based News Delivery -- Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge -- Towards Handling Unconstrained User Preferences -- Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue -- Comparison of Automatic Speech Recognition Systems -- Multimodal Dialogue Response Timing Estimation Using Dialogue Context Encoder -- Eliciting Cooperative Persuasive Dialogue by Multimodal Emotional Robot.This book includes peer-reviewed articles from the 12th International Workshop on Spoken Dialogue System Technology, IWSDS 2021, Singapore. Nowadays, dialogue systems or conversational agents have become one of the most important mechanisms for human-computer or human-robot interaction that has been widely adopted as new paradigm for many applications, companies, and final users. On the other hand, recent advances in natural language processing, understanding and generation, as well as a continuous increasing computational power and large number of resources and data, have brought important and consistent improvements to the capabilities of dialogue systems enabling users to have more productive and enjoyable interactions. However, on the threshold of a new decade, the current state of the art shows important areas where improvements are needed such as incorporation of ground-based knowledge, personality, emotions, and adaptability, as well as automatic mechanisms for objective, robustand fast evaluations, especially in the context of developing social and e-health applications. In this 12th edition of the International Workshop on Spoken Dialogue Systems (IWSDS), “Conversational AI for natural human-centric interaction“ compiles and presents a synopsis on current global research efforts to push forward the state of the art in dialogue technologies, including advances to the classical problems of dialogue management, language generation and understanding, personalisation and generation, spokena and multimodal interaction, dialogue evaluation, dialogue modelling and applications, as well as topics related to chatbots and conversational agent technologies.Lecture Notes in Electrical Engineering,1876-1119 ;943Speech processing systemsSignal processingArtificial intelligenceUser interfaces (Computer systems)Human-computer interactionSpeech and Audio ProcessingArtificial IntelligenceUser Interfaces and Human Computer InteractionSignal, Speech and Image ProcessingSpeech processing systems.Signal processing.Artificial intelligence.User interfaces (Computer systems)Human-computer interaction.Speech and Audio Processing.Artificial Intelligence.User Interfaces and Human Computer Interaction.Signal, Speech and Image Processing.006.3Li HaizhouUltes StefanStoyanchev SvetlanaMiAaPQMiAaPQMiAaPQBOOK9910624302203321Conversational AI for Natural Human-Centric Interaction2964561UNINA