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2020 – today

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2024
[j9]
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Annalena Aicher, Yuki Matsuda, Keichii Yasumoto, Wolfgang Minker, Elisabeth André, Stefan Ultes:
Enhancing Reflective and Conversational User Engagement in Argumentative Dialogues with Virtual Agents. Multimodal Technol. Interact. 8(8): 71 (2024)
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Annalena Bea Aicher, Yuki Matsuda, Keiichi Yasumoto, Wolfgang Minker, Elisabeth André, Stefan Ultes:
Exploring the Impact of Non-Verbal Virtual Agent Behavior on User Engagement in Argumentative Dialogues. HAI 2024: 224-232
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Annalena Aicher, Klaus Weber, Elisabeth André, Wolfgang Minker, Stefan Ultes:
BEA: Building Engaging Argumentation. RATIO 2024: 279-295
[c89]
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Nicolas Wagner, Stefan Ultes:
On the Controllability of Large Language Models for Dialogue Interaction. SIGDIAL 2024: 216-221
[c88]
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Isabel Feustel, Niklas Rach, Wolfgang Minker, Stefan Ultes:
Enhancing Model Transparency: A Dialogue System Approach to XAI with Domain Knowledge. SIGDIAL 2024: 248-258
[e6]
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Tatsuya Kawahara, Vera Demberg, Stefan Ultes, Koji Inoue, Shikib Mehri, David M. Howcroft, Kazunori Komatani:
Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2024, Kyoto, Japan, September 18 - 20, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-161-2 [contents]
2023
[c87]
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  - conf/acl-alta/MuresanCKVDIEU23
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Smaranda Muresan, Vivian Chen, Casey Kennington, David Vandyke, Nina Dethlefs, Koji Inoue, Erik Ekstedt, Stefan Ultes:
Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association. ALTA 2023
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Annalena Bea Aicher, Daniel Kornmüller, Wolfgang Minker, Stefan Ultes:
Self-imposed Filter Bubble Model for Argumentative Dialogues. CUI 2023: 23:1-23:11
[c85]
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  - conf/cui/LiuUM023
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Ye Liu, Stefan Ultes, Wolfgang Minker, Wolfgang Maier:
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues. CUI 2023: 33:1-33:9
[c84]
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Annalena Aicher, Marc Fuchs, Wolfgang Minker, Stefan Ultes:
Towards Modelling Elaborateness in Argumentative Dialogue Systems. HCI (41) 2023: 3-22
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Annalena Aicher, Stefan Hillmann, Sebastian Möller, Wolfgang Minker, Stefan Ultes:
Exploring the Mobile Usability of Argumentative Dialogue Systems for Opinion Building. HCI (42) 2023: 127-143
[c82]
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Annalena Aicher, Stefan Hillmann, Thilo Michael, Sebastian Möller, Wolfgang Minker, Stefan Ultes:
Evaluating a Spoken Argumentative Dialogue System. HCI (16) 2023: 425-434
[c81]
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Ye Liu, Stefan Ultes, Wolfgang Minker, Wolfgang Maier:
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator. INLG 2023: 279-292
[c80]
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Annalena Aicher, Klaus Weber, Elisabeth André, Wolfgang Minker, Stefan Ultes:
The Influence of Avatar Interfaces on Argumentative Dialogues. IVA 2023: 24:1-24:8
[c79]
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Annalena Aicher, Daniel Kornmüller, Yuki Matsuda, Stefan Ultes, Wolfgang Minker, Keiichi Yasumoto:
Towards Breaking the Self-imposed Filter Bubble in Argumentative Dialogues. SIGDIAL 2023: 593-604
[e5]
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Smaranda Muresan, Vivian Chen, Casey Kenningto, David Vandyke, Nina Dethlefs, Koji Inoue, Erik Ekstedt, Stefan Ultes:
Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, ALTA 2023, Melbourne, Australia, November 29 - December 1, 2023. Association for Computational Linguistics 2023 [contents]
[i31]
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  - journals/corr/abs-2307-01664
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Ye Liu, Stefan Ultes, Wolfgang Minker, Wolfgang Maier:
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues. CoRR abs/2307.01664 (2023)
[i30]
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  - journals/corr/abs-2308-03098
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Ye Liu, Stefan Ultes, Wolfgang Minker, Wolfgang Maier:
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator. CoRR abs/2308.03098 (2023)
[i29]
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  - journals/corr/abs-2308-09061
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Klaus Weber, Annalena Aicher, Wolfgang Minker, Stefan Ultes, Elisabeth André:
Fostering User Engagement in the Critical Reflection of Arguments. CoRR abs/2308.09061 (2023)
[i28]
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  - journals/corr/abs-2310-13566
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Nicholas Thomas Walker, Stefan Ultes, Pierre Lison:
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring. CoRR abs/2310.13566 (2023)
[i27]
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  - journals/corr/abs-2311-16137
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Nicholas Thomas Walker, Stefan Ultes, Pierre Lison:
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction. CoRR abs/2311.16137 (2023)
2022
[j8]
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Juliana Miehle, Wolfgang Minker, Stefan Ultes:
When to Say What and How: Adapting the Elaborateness and Indirectness of Spoken Dialogue Systems. Dialogue Discourse 13(1): 1-40 (2022)
[j7]
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Waheed Ahmed Abro, Annalena Aicher, Niklas Rach, Stefan Ultes, Wolfgang Minker, Guilin Qi:
Natural language understanding for argumentative dialogue systems in the opinion building domain. Knowl. Based Syst. 242: 108318 (2022)
[c78]
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Annalena Aicher, Nadine Gerstenlauer, Wolfgang Minker, Stefan Ultes:
User Interest Modelling in Argumentative Dialogue Systems. LREC 2022: 127-136
[c77]
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Annalena Aicher, Nadine Gerstenlauer, Isabel Feustel, Wolfgang Minker, Stefan Ultes:
Towards Building a Spoken Dialogue System for Argument Exploration. LREC 2022: 1234-1241
[c76]
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Annalena Aicher, Wolfgang Minker, Stefan Ultes:
Towards Modelling Self-imposed Filter Bubbles in Argumentative Dialogue Systems. LREC 2022: 4126-4134
[e4]
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  - conf/acl-convai/2022
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Bing Liu, Alexandros Papangelis, Stefan Ultes, Abhinav Rastogi, Yun-Nung Chen, Georgios Spithourakis, Elnaz Nouri, Weiyan Shi:
Proceedings of the 4th Workshop on NLP for Conversational AI, ConvAI@ACL 2022, Dublin, Ireland, May 27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-46-9 [contents]
[e3]
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Svetlana Stoyanchev, Stefan Ultes, Haizhou Li:
Conversational AI for Natural Human-Centric Interaction - 12th International Workshop on Spoken Dialogue System Technology, IWSDS 2021, Singapore. Lecture Notes in Electrical Engineering 943, Springer 2022, ISBN 978-981-19-5537-2 [contents]
[i26]
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  - journals/corr/abs-2209-15109
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation. CoRR abs/2209.15109 (2022)
[i25]
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  - journals/corr/abs-2211-12852
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Nicholas Thomas Walker, Stefan Ultes, Pierre Lison:
GraphWOZ: Dialogue Management with Conversational Knowledge Graphs. CoRR abs/2211.12852 (2022)
2021
[j6]
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  - journals/access/RachMUMY21
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Niklas Rach, Yuki Matsuda, Stefan Ultes, Wolfgang Minker, Keiichi Yasumoto:
Estimating Subjective Argument Quality Aspects From Social Signals in Argumentative Dialogue Systems. IEEE Access 9: 11610-11621 (2021)
[j5]
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  - journals/dad/UltesM21
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Stefan Ultes, Wolfgang Maier:
User Satisfaction Reward Estimation Across Domains: Domain-independent Dialogue Policy Learning. Dialogue Discourse 12(2): 81-114 (2021)
[j4]
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Niklas Rach, Klaus Weber, Yuchi Yang, Stefan Ultes, Elisabeth André, Wolfgang Minker:
EVA 2.0: Emotional and rational multimodal argumentation between virtual agents. it Inf. Technol. 63(1): 17-30 (2021)
[c75]
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Annalena Aicher, Wolfgang Minker, Stefan Ultes:
Determination of Reflective User Engagement in Argumentative Dialogue Systems. CMNA 2021: 1-8
[c74]
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  - conf/icdcn/MiehleWMU21
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Juliana Miehle, Sabine Wieluch, Wolfgang Minker, Stefan Ultes:
Decide or Delegate: How Script Knowledge Based Conversational Assistants Should Act in Inconclusive Situations. ICDCN (Adjunct Volume) 2021: 69-73
[c73]
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems. ICON 2021: 139-151
[c72]
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge. IWSDS 2021: 67-81
[c71]
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues Using BERT. RANLP 2021: 839-845
[c70]
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Niklas Rach, Carolin Schindler, Isabel Feustel, Johannes Daxenberger, Wolfgang Minker, Stefan Ultes:
From Argument Search to Argumentative Dialogue: A Topic-independent Approach to Argument Acquisition for Dialogue Systems. SIGDIAL 2021: 368-379
[c69]
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Stefan Ultes, Wolfgang Maier:
Blending Task Success and User Satisfaction: Analysis of Learned Dialogue Behaviour with Multiple Rewards. SIGDIAL 2021: 403-410
[i24]
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  - journals/corr/abs-2103-02691
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Waheed Ahmed Abro, Annalena Aicher, Niklas Rach, Stefan Ultes, Wolfgang Minker, Guilin Qi:
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain. CoRR abs/2103.02691 (2021)
[i23]
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  - journals/corr/abs-2109-02938
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT. CoRR abs/2109.02938 (2021)
[i22]
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge. CoRR abs/2109.03004 (2021)
[i21]
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  - journals/corr/abs-2111-14119
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Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes:
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems. CoRR abs/2111.14119 (2021)
2020
[c68]
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Klaus Weber, Kathrin Janowski, Niklas Rach, Katharina Weitz, Wolfgang Minker, Stefan Ultes, Elisabeth André:
Predicting Persuasive Effectiveness for Multimodal Behavior Adaptation using Bipolar Weighted Argument Graphs. AAMAS 2020: 1476-1484
[c67]
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Niklas Rach, Wolfgang Minker, Stefan Ultes:
Increasing the Naturalness of an Argumentative Dialogue System Through Argument Chains. COMMA 2020: 331-338
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  - conf/cui/UltesM20
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Stefan Ultes, Wolfgang Maier:
On the Complexity in Task-oriented Spoken Dialogue Systems. CIU 2020: 21:1-21:4
[c65]
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Juliana Miehle, Nicolas Wagner, Wolfgang Minker, Stefan Ultes:
Culture-Aware Dialogue Management for Conversational Assistants. IWSDS 2020: 103-115
[c64]
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Juliana Miehle, Isabel Feustel, Wolfgang Minker, Stefan Ultes:
A Script Knowledge Based Dialogue System for Indoor Navigation. IWSDS 2020: 379-385
[c63]
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Niklas Rach, Yuki Matsuda, Johannes Daxenberger, Stefan Ultes, Keiichi Yasumoto, Wolfgang Minker:
Evaluation of Argument Search Approaches in the Context of Argumentative Dialogue Systems. LREC 2020: 513-522
[c62]
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Juliana Miehle, Isabel Feustel, Julia Hornauer, Wolfgang Minker, Stefan Ultes:
Estimating User Communication Styles for Spoken Dialogue Systems. LREC 2020: 540-548
[c61]
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Louisa Pragst, Wolfgang Minker, Stefan Ultes:
Comparative Study of Sentence Embeddings for Contextual Paraphrasing. LREC 2020: 6841-6851
[c60]
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Stefan Ultes, Wolfgang Maier:
Similarity Scoring for Dialogue Behaviour Comparison. SIGdial 2020: 311-322
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Olivier Pietquin, Smaranda Muresan, Vivian Chen, Casey Kennington, David Vandyke, Nina Dethlefs, Koji Inoue, Erik Ekstedt, Stefan Ultes:
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2020, 1st virtual meeting, July 1-3, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-02-6 [contents]
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  - journals/corr/abs-2001-07615
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Stefan Ultes:
Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning. CoRR abs/2001.07615 (2020)
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Alexandros Papangelis, Stefan Ultes:
Towards meaningful, grounded conversations with intelligent agents. CoRR abs/2006.15768 (2020)

2010 – 2019

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2019
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Annalena Aicher, Niklas Rach, Wolfgang Minker, Stefan Ultes:
Opinion Building Based on the Argumentative Dialogue System BEA. IWSDS 2019: 307-318
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Stefan Ultes:
Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning. SIGdial 2019: 11-20
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Satoshi Nakamura, Milica Gasic, Ingrid Zuckerman, Gabriel Skantze, Mikio Nakano, Alexandros Papangelis, Stefan Ultes, Koichiro Yoshino:
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, SIGdial 2019, Stockholm, Sweden, September 11-13, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-61-1 [contents]
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Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic:
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. CoRR abs/1901.01466 (2019)
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  - journals/corr/abs-1907-00684
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Juliana Miehle, Louisa Pragst, Wolfgang Minker, Stefan Ultes:
Enabling Dialogue Management with Dynamically Created Dialogue Actions. CoRR abs/1907.00684 (2019)
2018
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Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic:
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. Louhi@EMNLP 2018: 44-54
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Niklas Rach, Wolfgang Minker, Stefan Ultes:
Markov Games for Persuasive Dialogue. COMMA 2018: 213-220
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Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic:
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. EMNLP 2018: 5016-5026
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Niklas Rach, Klaus Weber, Louisa Pragst, Elisabeth André, Wolfgang Minker, Stefan Ultes:
EVA: A Multimodal Argumentative Dialogue System. ICMI 2018: 551-552
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Niklas Rach, Saskia Langhammer, Wolfgang Minker, Stefan Ultes:
Utilizing Argument Mining Techniques for Argumentative Dialogue Systems. IWSDS 2018: 131-142
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Juliana Miehle, Nadine Gerstenlauer, Daniel Ostler, Hubertus Feußner, Wolfgang Minker, Stefan Ultes:
Expert Evaluation of a Spoken Dialogue System in a Clinical Operating Room. LREC 2018
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Juliana Miehle, Wolfgang Minker, Stefan Ultes:
What Causes the Differences in Communication Styles? A Multicultural Study on Directness and Elaborateness. LREC 2018
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Louisa Pragst, Niklas Rach, Wolfgang Minker, Stefan Ultes:
On the Vector Representation of Utterances in Dialogue Context. LREC 2018
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Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic:
Feudal Reinforcement Learning for Dialogue Management in Large Domains. NAACL-HLT (2) 2018: 714-719
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Louisa Pragst, Stefan Ultes:
Changing the Level of Directness in Dialogue using Dialogue Vector Models and Recurrent Neural Networks. SIGDIAL Conference 2018: 11-19
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Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic:
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. SIGDIAL Conference 2018: 273-283
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Iñigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic:
Feudal Dialogue Management with Jointly Learned Feature Extractors. SIGDIAL Conference 2018: 332-337
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Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic:
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. SIGDIAL Conference 2018: 338-343
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Juliana Miehle, Wolfgang Minker, Stefan Ultes:
Exploring the Impact of Elaborateness and Indirectness on User Satisfaction in a Spoken Dialogue System. UMAP (Adjunct Publication) 2018: 165-172
[i16]
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  - journals/corr/abs-1803-03232
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Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic:
Feudal Reinforcement Learning for Dialogue Management in Large Domains. CoRR abs/1803.03232 (2018)
[i15]
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Lina Maria Rojas-Barahona, Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Milica Gasic, Bo-Hsiang Tseng, Steve J. Young:
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. CoRR abs/1806.05484 (2018)
[i14]
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  - journals/corr/abs-1809-00640
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Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic:
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. CoRR abs/1809.00640 (2018)
[i13]
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Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic:
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. CoRR abs/1810.00278 (2018)
[i12]
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  - journals/corr/abs-1812-08879
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Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic:
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. CoRR abs/1812.08879 (2018)
2017
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Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young:
Dialogue manager domain adaptation using Gaussian process reinforcement learning. Comput. Speech Lang. 45: 552-569 (2017)
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Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young:
PyDial: A Multi-domain Statistical Dialogue System Toolkit. ACL (System Demonstrations) 2017: 73-78
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Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young:
A Network-based End-to-End Trainable Task-oriented Dialogue System. EACL (1) 2017: 438-449
[c41]
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Niklas Rach, Wolfgang Minker, Stefan Ultes:
Towards an Argumentative Dialogue System. CMNA@ICAIL 2017: 27-29
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Louisa Pragst, Juliana Miehle, Wolfgang Minker, Stefan Ultes:
Challenges for adaptive dialogue management in the KRISTINA project. ISIAA@ICMI 2017: 11-14
[c39]
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Louisa Pragst, Koichiro Yoshino, Wolfgang Minker, Satoshi Nakamura, Stefan Ultes:
Acquisition and Assessment of Semantic Content for the Generation of Elaborateness and Indirectness in Spoken Dialogue Systems. IJCNLP(1) 2017: 915-925
[c38]
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Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young:
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. INTERSPEECH 2017: 1721-1725
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Alexandros Papangelis, Stefan Ultes, Yannis Stylianou:
Domain Complexity and Policy Learning in Task-Oriented Dialogue Systems. IWSDS 2017: 63-69
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Kyusong Lee, Tiancheng Zhao, Stefan Ultes, Lina Maria Rojas-Barahona, Eli Pincus, David R. Traum, Maxine Eskénazi:
An Assessment Framework for DialPort. IWSDS 2017: 79-85
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Juliana Miehle, Ilker Bagci, Wolfgang Minker, Stefan Ultes:
A Social Companion and Conversational Partner for the Elderly. IWSDS 2017: 103-109
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Louisa Pragst, Wolfgang Minker, Stefan Ultes:
Exploring the Applicability of Elaborateness and Indirectness in Dialogue Management. IWSDS 2017: 189-198
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Stefan Ultes, Juliana Miehle, Wolfgang Minker:
On the Applicability of a User Satisfaction-Based Reward for Dialogue Policy Learning. IWSDS 2017: 211-217
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Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young:
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. SIGDIAL Conference 2017: 65-70
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Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic:
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. SIGDIAL Conference 2017: 86-92
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Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young:
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. SIGDIAL Conference 2017: 147-157
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Niklas Rach, Wolfgang Minker, Stefan Ultes:
Interaction Quality Estimation Using Long Short-Term Memories. SIGDIAL Conference 2017: 164-169
[c28]
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Kyusong Lee, Tiancheng Zhao, Yulun Du, Edward Cai, Allen Lu, Eli Pincus, David R. Traum, Stefan Ultes, Lina Maria Rojas-Barahona, Milica Gasic, Steve J. Young, Maxine Eskénazi:
DialPort, Gone Live: An Update After A Year of Development. SIGDIAL Conference 2017: 170-173
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Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic:
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. CoRR abs/1706.06210 (2017)
[i10]
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Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young:
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. CoRR abs/1707.00130 (2017)
[i9]
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Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young:
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. CoRR abs/1707.06299 (2017)
[i8]
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  - journals/corr/abs-1711-11023
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Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic:
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. CoRR abs/1711.11023 (2017)
2016
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Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young:
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. ACL (1) 2016
[c26]
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Louisa Pragst, Juliana Miehle, Stefan Ultes, Wolfgang Minker:
Automatic Modification of Communication Style in Dialogue Management. CC-NLG 2016: 36-40
[c25]
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Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young:
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. COLING 2016: 258-267
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Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young:
Conditional Generation and Snapshot Learning in Neural Dialogue Systems. EMNLP 2016: 2153-2162
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Maxim Sidorov, Christina Brester, Stefan Ultes, Alexander Schmitt:
Salient Cross-Lingual Acoustic and Prosodic Features for English and German Emotion Recognition. IWSDS 2016: 159-169
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Stefan Ultes, Alexander Schmitt, Wolfgang Minker:
Analysis of Temporal Features for Interaction Quality Estimation. IWSDS 2016: 367-379
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Louisa Pragst, Stefan Ultes, Wolfgang Minker:
Recurrent Neural Network Interaction Quality Estimation. IWSDS 2016: 381-393
[c20]
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Georgios Meditskos, Stamatia Dasiopoulou, Louisa Pragst, Stefan Ultes, Stefanos Vrochidis, Ioannis Kompatsiaris, Leo Wanner:
Towards an Ontology-Driven Adaptive Dialogue Framework. MARMI@ICMR 2016: 15-20
[c19]
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Leo Wanner, Josep Blat, Stamatia Dasiopoulou, Mónica Domínguez, Gerard Llorach, Simon Mille, Federico Sukno, Eleni Kamateri, Stefanos Vrochidis, Ioannis Kompatsiaris, Elisabeth André, Florian Lingenfelser, Gregor Mehlmann, Andries Stam, Ludo Stellingwerff, Bianca Vieru, Lori Lamel, Wolfgang Minker, Louisa Pragst, Stefan Ultes:
Towards a Multimedia Knowledge-Based Agent with Social Competence and Human Interaction Capabilities. MARMI@ICMR 2016: 21-26
[c18]
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Juliana Miehle, Koichiro Yoshino, Louisa Pragst, Stefan Ultes, Satoshi Nakamura, Wolfgang Minker:
Cultural Communication Idiosyncrasies in Human-Computer Interaction. SIGDIAL Conference 2016: 74-79
[i7]
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Stefan Ultes, Alexander Schmitt, Wolfgang Minker:
Analysis of Temporal Features for Interaction Quality Estimation. CoRR abs/1604.01985 (2016)
[i6]
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Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young:
A Network-based End-to-End Trainable Task-oriented Dialogue System. CoRR abs/1604.04562 (2016)
[i5]
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Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young:
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. CoRR abs/1605.07669 (2016)
[i4]
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Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young:
Continuously Learning Neural Dialogue Management. CoRR abs/1606.02689 (2016)
[i3]
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Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young:
Conditional Generation and Snapshot Learning in Neural Dialogue Systems. CoRR abs/1606.03352 (2016)
[i2]
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Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young:
Dialogue manager domain adaptation using Gaussian process reinforcement learning. CoRR abs/1609.02846 (2016)
[i1]
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Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young:
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. CoRR abs/1610.04120 (2016)
2015
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Stefan Ultes:
User-centred adaptive spoken dialogue modelling. University of Ulm, Germany, 2015, pp. 1-176
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Alexander Schmitt, Stefan Ultes:
Interaction Quality: Assessing the quality of ongoing spoken dialog interaction by experts - And how it relates to user satisfaction. Speech Commun. 74: 12-36 (2015)
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Stefan Ultes, María Jesús Platero Sánchez, Alexander Schmitt, Wolfgang Minker:
Analysis of an Extended Interaction Quality Corpus. IWSDS 2015: 41-52
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Stefan Ultes, Matthias Kraus, Alexander Schmitt, Wolfgang Minker:
Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling. SIGDIAL Conference 2015: 374-383
2014
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Stefan Ultes, Wolfgang Minker:
Managing adaptive spoken dialogue for Intelligent Environments. J. Ambient Intell. Smart Environ. 6(5): 523-539 (2014)
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Maxim Sidorov, Stefan Ultes, Alexander Schmitt:
Emotions are a personal thing: Towards speaker-adaptive emotion recognition. ICASSP 2014: 4803-4807
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Maxim Sidorov, Stefan Ultes, Alexander Schmitt:
Automatic Recognition of Personality Traits: A Multimodal Approach. MAPTRAITS@ICMI 2014: 11-15
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Stefan Ultes, Hüseyin Dikme, Wolfgang Minker:
Dialogue Management for User-Centered Adaptive Dialogue. IWSDS 2014: 51-61
[c12]
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Stefan Ultes, Hüseyin Dikme, Wolfgang Minker:
First Insight into Quality-Adaptive Dialogue. LREC 2014: 246-251
[c11]
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Maxim Sidorov, Stefan Ultes, Alexander Schmitt:
Comparison of Gender- and Speaker-adaptive Emotion Recognition. LREC 2014: 3476-3480
[c10]
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Stefan Ultes, Wolfgang Minker:
Interaction Quality Estimation in Spoken Dialogue Systems Using Hybrid-HMMs. SIGDIAL Conference 2014: 208-217
2013
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Stefan Ultes, Robert ElChabb, Alexander Schmitt, Wolfgang Minker:
JaCHMM: A Java-based conditioned Hidden Markov Model library. ICASSP 2013: 3213-3217
[c8]
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Stefan Ultes, Wolfgang Minker:
HIS-OwlSpeak: A Model-Driven Dialogue Manager with Multiple Control Modes. Intelligent Environments 2013: 108-115
[c7]
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Stefan Ultes, Alexander Schmitt, Wolfgang Minker:
On Quality Ratings for Spoken Dialogue Systems - Experts vs. Users. HLT-NAACL 2013: 569-578
[c6]
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Stefan Ultes, Wolfgang Minker:
Improving Interaction Quality Recognition Using Error Correction. SIGDIAL Conference 2013: 122-126
2012
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Stefan Ultes, Robert ElChabb, Wolfgang Minker:
Application and Evaluation of a Conditioned Hidden Markov Model for Estimating Interaction Quality of Spoken Dialogue Systems. IWSDS 2012: 303-312
[c4]
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Alexander Schmitt, Stefan Ultes, Wolfgang Minker:
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System. LREC 2012: 3369-3373
[c3]
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Stefan Ultes, Alexander Schmitt, Wolfgang Minker:
Towards Quality-Adaptive Spoken Dialogue Management. SDCTD@NAACL-HLT 2012: 49-52
2011
[c2]
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Stefan Ultes, Alexander Schmitt, Wolfgang Minker:
Attention, Sobriety Checkpoint! Can Humans Determine by Means of Voice, if Someone is Drunk... and Can Automatic Classifiers Compete? INTERSPEECH 2011: 3221-3224
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Stefan Ultes, Tobias Heinroth, Alexander Schmitt, Wolfgang Minker:
A Theoretical Framework for a User-Centered Spoken Dialog Manager. IWSDS 2011: 241-246

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