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Annotating dialogue acts to construct dialogue systems for consulting

Kiyonori Ohtake, Teruhisa Misu, Chiori Hori, Hideki Kashioka, Satoshi Nakamura
2009 Proceedings of the 7th Workshop on Asian Language Resources - ALR7   unpublished
This paper introduces a new corpus of consulting dialogues, which is designed for training a dialogue manager that can handle consulting dialogues through spontaneous interactions from the tagged dialogue  ...  This paper outlines our taxonomy of dialogue act annotation that can describe two aspects of an utterances: the communicative function (speech act), and the semantic content of the utterance.  ...  Our future work also includes a condensation or selection of dialogue acts that directly affect the dialogue flow in order to construct a consulting dialogue system using the DA tags as an input.  ... 
doi:10.3115/1690299.1690304 fatcat:bgzw24mp4zd6dfksdipqietgz4

A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets [article]

Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2022 arXiv   pre-print
A new large medical dialogue dataset with multi-level fine-grained annotations is introduced and five independent tasks are established, including named entity recognition, dialogue act classification,  ...  In this paper, we propose two frameworks to support automatic medical consultation, namely doctor-patient dialogue understanding and task-oriented interaction.  ...  Compared with existing datasets, DialoAMC is competitive in both annotation granularity and scale whose superiority makes it a great benchmark for automatic medical consultation system.  ... 
arXiv:2204.08997v2 fatcat:eariliahfze4hhmki7apu3kbaa

RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling [article]

Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong
2020 arXiv   pre-print
Each dialogue is labeled with comprehensive dialogue annotations, including dialogue goal in the form of natural language description, domain, dialogue states and acts at both the user and system side.  ...  Both single- and multi-domain dialogues are constructed, accounting for 65% and 35%, respectively.  ...  We would like to thank the anonymous reviewers for their insightful comments. The corresponding author is Deyi Xiong (dyxiong@tju.edu.cn).  ... 
arXiv:2010.08738v1 fatcat:2qdeo3lcdbg6xl27y6q3sz7jl4

DialMed: A Dataset for Dialogue-based Medication Recommendation [article]

Zhenfeng He and Yuqiang Han and Zhenqiu Ouyang and Wei Gao and Hongxu Chen and Guandong Xu and Jian Wu
2022 arXiv   pre-print
In this work, we construct DialMed, the first high-quality dataset for medical dialogue-based medication recommendation task.  ...  Medication recommendation is a crucial task for intelligent healthcare systems. Previous studies mainly recommend medications with electronic health records(EHRs).  ...  For each raw medical dialogue, the annotators need to annotate the disease of patients and medications recommended by doctors.  ... 
arXiv:2203.07094v1 fatcat:ynqrvwno3bgd7gr4w25z7243ru

Negotiation of Antibiotic Treatment in Medical Consultations: A Corpus Based Study

Nan Wang
2017 Proceedings of ACL 2017, Student Research Workshop  
In social science studies, approaches such as conversation analysis have been applied to identify those language practices. Current research for dialogue systems offer an alternative approach.  ...  Past research proved that corpusbased approaches have been effectively used for research involving modeling dialogue acts and sequential relations.  ...  To accelerate the annotation process, semi-supervised methods are used for dialogue acts recognition and classification.  ... 
doi:10.18653/v1/p17-3023 dblp:conf/acl/Wang17a fatcat:l3vcfrhifbblvj3bny5ugfyovy

FORCE: A Framework of Rule-Based Conversational Recommender System [article]

Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu, Yuchen Dong, Yiming Liu, Yi Zeng, Chao Zhang, Yongzhi Li, Huang Hu, Yingying He (+2 others)
2022 arXiv   pre-print
To alleviate the problem, we propose FORCE, a Framework Of Rule-based Conversational Recommender system that helps developers to quickly build CRS bots by simple configuration.  ...  The conversational recommender systems (CRSs) have received extensive attention in recent years.  ...  representation of the next action the system should take, called the Dialogue Act. (5) The Response Generation (RG) module converts the Dialogue Act into the bot response in natural language form based  ... 
arXiv:2203.10001v1 fatcat:7nygvarucbegbo4r6i2lsrei7a

The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service [article]

Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou
2021 arXiv   pre-print
To handle this problem, we construct JDDC 2.0, a large-scale multimodal multi-turn dialogue dataset collected from a mainstream Chinese E-commerce platform (JD.com), containing about 246 thousand dialogue  ...  Images usually act as discriminators for product models, or indicators of product failures, which play important roles in the E-commerce scenario.  ...  Acknowledgements We would like to thank all participants of the JDDC 2021 dialogue challenge for providing multimodal dialogue solutions.  ... 
arXiv:2109.12913v1 fatcat:hvqk3l5gareybkobpkx3iaxghq

Combinatorial Dialogue Authoring [chapter]

James Owen Ryan, Casey Barackman, Nicholas Kontje, Taylor Owen-Milner, Marilyn A. Walker, Michael Mateas, Noah Wardrip-Fruin
2014 Lecture Notes in Computer Science  
We present an annotation scheme and combinatorial authoring procedure by which a small base of annotated human-authored dialogue exchanges can be exploited to automatically generate many new exchanges.  ...  We believe that combinatorial dialogue authoring represents an immediate and huge reduction in authorial burden relative to current authoring practice.  ...  It is infeasible to anticipate all the potential states that a dynamic system might get into, let alone to write fully realized dialogue for each of them.  ... 
doi:10.1007/978-3-319-12337-0_2 fatcat:bcc3itvtnzhljco2n6lbqqg2ae

Toward Data-Driven Collaborative Dialogue Systems: The JILDA Dataset

Irene Sucameli, Alessandro Lenci, Bernardo Magnini, Manuela Speranza, Maria Simi
2021 Italian Journal of Computational Linguistics  
Today's goal-oriented dialogue systems are designed to operate in restricted domains and with the implicit assumption that the user goals fit the domain ontology of the system.  ...  To foster research on data-driven collaborative dialogues, in this paper we present JILDA, a fully annotated dataset of chat-based, mixed-initiative Italian dialogues related to the job-offer domain.  ...  Dialogue Acts For our annotation we considered six Dialogue acts, and we annotated both user's and system's utterances. Each act describes a specific communicative intention of the speaker.  ... 
doi:10.4000/ijcol.842 fatcat:yh4k4ypmkbarji7up7pmbs4kn4

A Dialogue-Act Taxonomy for a Virtual Coach Designed to Improve the Life of Elderly

Cesar Montenegro, Asier López Zorrilla, Javier Mikel Olaso, Roberto Santana, Raquel Justo, Jose Antonio Lozano, María Inés Torres
2019 Multimodal Technologies and Interaction  
This paper presents a dialogue act taxonomy designed for the developmentof a conversational agent for elderly.  ...  In contrast to otherapproaches such as task-oriented dialogue systems and chit-chat implementations, the agent shoulddisplay a pro-active attitude, driving the conversation to reach a number of diverse  ...  In general, these large corpora are not annotated. For a survey on available corpora for dialogue systems [31] can be consulted.  ... 
doi:10.3390/mti3030052 fatcat:pvsaqpok4fallgoki26r57poae

Corpus-Based Planning of Deictic Gestures in COMIC [chapter]

Mary Ellen Foster
2004 Lecture Notes in Computer Science  
We describe the recording and annotation of a corpus of roleplaying dialogues in the domain of the COMIC multimodal dialogue system.  ...  We give some generalisations about the use of deictic gesture in this task, and show how those findings are currently used in the presentationplanning module of the dialogue system prototype.  ...  Acknowledgements Thanks to Michael White, Johanna Moore, Jon Oberlander, and the anonymous reviewers for their useful comments on previous versions of this paper.  ... 
doi:10.1007/978-3-540-27823-8_21 fatcat:awbsknaaazbfrki5giwwrsu6ry

MIMIC

Jennifer Chu-Carroll
2000 Proceedings of the sixth conference on Applied natural language processing -  
Second, MIMIC's dialogue management architecture decouples its initiative module from the goal and response strategy selection processes, providing a general framework for developing spoken dialogue systems  ...  This paper describes MIMIC, an adaptive mixed initiative spoken dialogue system that provides movie showtime information. MIMIC improves upon previous dialogue systems in two respects.  ...  Acknowledgments The author would like to thank Egbert Ammicht, Antoine Saad, Qiru Zhou, Wolfgang Reichl, and Stefan Ortmanns for their help on system integration and on ASR/telephony server development  ... 
doi:10.3115/974147.974161 dblp:conf/anlp/Chu-Carroll00 fatcat:3yyghgfvqfa4pp4cbgdpbgxmyu

Opportunities and Obligations to Take Turns in Collaborative Multi-Party Human-Robot Interaction

Martin Johansson, Gabriel Skantze
2015 Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue  
In this paper we present a data-driven model for detecting opportunities and obligations for a robot to take turns in multi-party discussions about objects.  ...  The model makes a combined detection of addressee and turn-yielding cues, using multi-modal data from voice activity, syntax, prosody, head pose, movement of cards, and dialogue context.  ...  The System's Previous Dialogue Act To represent the dialogue context, we used the last system dialogue act as a feature.  ... 
doi:10.18653/v1/w15-4642 dblp:conf/sigdial/JohanssonS15 fatcat:waq6p65kvbaz3e4b2getxddj7e

Ranking Multiple Dialogue States by Corpus Statistics to Improve Discourse Understanding in Spoken Dialogue Systems

Ryuichiro HIGASHINAKA, Mikio NAKANO
2009 IEICE transactions on information and systems  
This process enables a system to understand user utterances from the context of a dialogue.  ...  Ambiguity in user utterances caused by multiple speech recognition hypotheses and parsing results sometimes makes it difficult for a system to decide on a single interpretation of a user intention.  ...  Thanks also go to Hideki Isozaki, Kiyoaki Aikawa, Kohji Dohsaka, Noboru Miyazaki, Kentaro Ishizuka, and Matthias Denecke for their helpful comments and suggestions.  ... 
doi:10.1587/transinf.e92.d.1771 fatcat:qq5y74eztzda7chx5xeld7cvr4

A multimodal corpus of simulated consultations between a patient and multiple healthcare professionals

Mark Snaith, Nicholas Conway, Tessa Beinema, Dominic De Franco, Alison Pease, Reshmashree Kantharaju, Mathilde Janier, Gerwin Huizing, Catherine Pelachaud, Harm op den Akker
2021 Language Resources and Evaluation  
AbstractLanguage resources for studying doctor–patient interaction are rare, primarily due to the ethical issues related to recording real medical consultations.  ...  Having presented the design and construction of the corpus, we then go on to briefly describe how the multi-modal nature of the corpus allows it to be analysed from several different perspectives.  ...  The authors are also grateful to the anonymous reviewers, and to colleagues for their comments and feedback on earlier versions of this work; we are also particularly grateful to John Lawrence for rendering  ... 
doi:10.1007/s10579-020-09526-0 fatcat:zr4xgw377jfztmkt3mnyuqruny
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