Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Modeling the user in natural language systems
Computational Linguistics - Special issue on user modeling
Modeling the user's plans and goals
Computational Linguistics - Special issue on user modeling
User models in dialog systems
Generating explanatory discourse
Current research in natural language generation
Intelligent multimedia interfaces
Modeling issues in multimedia car-driver interaction
Intelligent multimedia interfaces
A Bayesian model of plan recognition
Artificial Intelligence
Spoken natural language dialog systems: a practical approach
Spoken natural language dialog systems: a practical approach
International Journal of Human-Computer Studies
Bayesian reasoning in an abductive mechanism for argument generation and analysis
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Empirically evaluating an adaptable spoken dialogue system
UM '99 Proceedings of the seventh international conference on User modeling
A computational architecture for conversation
UM '99 Proceedings of the seventh international conference on User modeling
Interpreting symptoms of cognitive load in speech input
UM '99 Proceedings of the seventh international conference on User modeling
Tailoring evaluative arguments to user's preferences
UM '99 Proceedings of the seventh international conference on User modeling
Generating Natural Language under Pragmatic Constraints
Generating Natural Language under Pragmatic Constraints
A Deduction Model of Belief
A Model for Adapting Explanations to the User‘s Likely Inferences
User Modeling and User-Adapted Interaction
An Evidential Model for Tracking Initiative in Collaborative Dialogue Interactions
User Modeling and User-Adapted Interaction
COLLAGEN: A Collaboration Manager for Software Interface Agents
User Modeling and User-Adapted Interaction
An Analysis of Initiative Selection in CollaborativeTask-Oriented Discourse
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
User-Tailored Planning of Mixed Initiative Information-Seeking Dialogues
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
A Computational Mechanism for Initiative in Answer Generation
User Modeling and User-Adapted Interaction
An Approach to Mixed Initiative Spoken Information Retrieval Dialogue
User Modeling and User-Adapted Interaction
Exploring Mixed-Initiative Dialogue Using Computer Dialogue Simulation
User Modeling and User-Adapted Interaction
Mixed-Initiative Issues in an Agent-Based Meeting Scheduler
User Modeling and User-Adapted Interaction
Machine Learning for User Modeling
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Empirical Evaluation of User Models and User-Adapted Systems
User Modeling and User-Adapted Interaction
Techniques for Plan Recognition
User Modeling and User-Adapted Interaction
Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Proceedings of the 6th International Workshop on Natural Language Generation: Aspects of Automated Natural Language Generation
Generating Personalised Patient Information Using the Medical Record
AIME '95 Proceedings of the 5th Conference on Artificial Intelligence in Medicine in Europe: Artificial Intelligence Medicine
A plan-based analysis of indirect speech acts
Computational Linguistics
A process model for recognizing communicative acts and modeling negotiation subdialogues
Computational Linguistics
MIMIC: an adaptive mixed initiative spoken dialogue system for information queries
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
Evaluating automatic dialogue strategy adaptation for a spoken dialogue system
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Insights into the dialogue processing of VERBMOBIL
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
A model for generating better explanations
ACL '87 Proceedings of the 25th annual meeting on Association for Computational Linguistics
A pragmatics-based approach to understanding intersentential ellipsis
ACL '85 Proceedings of the 23rd annual meeting on Association for Computational Linguistics
A tripartite plan-based model of dialogue
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
A robust system for natural spoken dialogue
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Cues and control in expert-client dialogues
ACL '88 Proceedings of the 26th annual meeting on Association for Computational Linguistics
Automatic detection of poor speech recognition at the dialogue level
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Towards the generation of rebuttals in a Bayesian Argumentation System
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
Generating information-sharing subdialogues in expert-user consultation
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
The use of knowledge preconditions in language processing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Adaptive provision of evaluation-oriented information: tasks and techniques
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Recognizing intentions from rejoinders in a Bayesian interactive argumentation system
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Empirical Evaluation of User Models and User-Adapted Systems
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Techniques for Plan Recognition
User Modeling and User-Adapted Interaction
Squibs and discussions: human variation and lexical choice
Computational Linguistics - Summarization
The Exploratory of Personal Assistants
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Adaptive interfaces and agents
The human-computer interaction handbook
International Journal of Human-Computer Studies - Application of affective computing in human—Computer interaction
The Knowledge Engineering Review
Proceedings of the 2008 ACM symposium on Applied computing
Tailoring the Interpretation of Spatial Utterances for Playing a Board Game
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
A personalized system for conversational recommendations
Journal of Artificial Intelligence Research
Individual and domain adaptation in sentence planning for dialogue
Journal of Artificial Intelligence Research
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
Modeling task-oriented discussion groups
UM'03 Proceedings of the 9th international conference on User modeling
Ontological technologies for user modelling
International Journal of Metadata, Semantics and Ontologies
Towards personality-based user adaptation: psychologically informed stylistic language generation
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Intuition as instinctive dialogue
Computing with instinct
Modularized user modeling in conversational recommender systems
UM'05 Proceedings of the 10th international conference on User Modeling
Abduction in games for a flexible approach to discourse planning
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
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The fields of user modeling and natural language processing have been closely linked since the early days of user modeling. Natural language systems consult user models in order to improve their understanding of users' requirements and to generate appropriate and relevant responses. At the same time, the information natural language systems obtain from their users is expected to increase the accuracy of their user models. In this paper, we review natural language systems for generation, understanding and dialogue, focusing on the requirements and limitations these systems and user models place on each other. We then propose avenues for future research.