CLASSiC (Computational Learning in Adaptive Systems for Spoken Conversation)


CLASSiC Project {related:}

See also: 

Learning Classifier & Dialog Systems | Rule Learning & Dialog Systems


Context adaptive training with factorized decision trees for HMM-based statistical parametric speech synthesis [PDF] from cam.ac.ukK Yu, H Zen, F Mairesse… – Speech Communication, 2011 – Elsevier … synthesis, context adaptive training, factorized decision tree, state clustering This research was partly funded by the UKEPSRC under grant agreement EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). …  Related articles – All 9 versions

Phrase-based statistical language generation using graphical models and active learning [PDF] from aclweb.orgF Mairesse, M Gašic, F Jurcícek, S Keizer… – Proceedings of the 48th …, 2010 – dl.acm.org … Bangalore and Rambow, 2000), models trained on user ratings of *This research was partly funded by the UK EPSRC un- der grant agreement EP/F013930/1 and funded by the EU FP7 Programme under grant agreement 216594 (CLASSiC project: www.classic-project.org). …  Cited by 9 – Related articles – All 15 versions

[PDF] D4. 4.1: Reinforcement Learning of optimal NLG policies using simulated users, for TownInfo and SelfHelp systems [PDF] from classic-project.orgO Lemon, V Rieser, S Janarthanam… – 2010 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. cG2010, The Individual Authors. No part of this document …  Related articles – View as HTML – All 2 versions

Natural language generation as planning under uncertainty for spoken dialogue systems [PDF] from ed.ac.ukV Rieser… – Empirical methods in natural language generation, 2010 – dl.acm.org … targeted Wizard-of-Oz experiments [15], to derive a fully data-driven training environment and test the learnt policy with real users, following [22]. The trained NLG strategy will also be integrated in an end-to-end statistical system within the classic project (www.classic-project.org …  Cited by 30 – Related articles – All 19 versions

Introduction to special issue on machine learning for adaptivity in spoken dialogue systems O Lemon… – ACM Transactions on Speech and Language …, 2011 – dl.acm.org … This field is also supported by several currently funded national and international research projects, such as the European FP7 project “Computational Learning in Adaptive Sys- tems for Spoken Conversation” (CLASSiC: www.classic-project.org) within which the editors …  Related articles

From discontinuous to continuous F0 modelling in HMM-based speech synthesis [PDF] from cam.ac.ukK Yu, B Thomson… – Seventh ISCA Workshop on Speech …, 2010 – isca-speech.org … However, F0 modelling is difficult This research was partly funded by the UK EPSRC under grant agreement EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). Thank Mark Gales for helpful discussion. …  Cited by 3 – Related articles – All 8 versions

Word-level emphasis modelling in HMM-based speech synthesis [PDF] from psu.eduK Yu, F Mairesse… – Acoustics Speech and Signal …, 2010 – ieeexplore.ieee.org … expressiveness, by This research was partly funded by the UK EPSRC under grant agree- ment EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). learning …  Cited by 5 – Related articles – All 10 versions

[PDF] D5. 4: Proof-of-concept CLASSIC Appointment Scheduling system (“System 2”) [PDF] from classic-project.orgF Jurcicek, S Keizer, F Mairesse, K Yu, S Young… – 2010 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. c 2010, The Individual Authors. No part of this document …  Related articles – View as HTML – All 2 versions

[PDF] D3. 4: Agenda-based user simulations and EM training tools for Appointment Scheduling and TownInfo domains [PDF] from classic-project.orgS Keizer, O Pietquin, S Rossignol… – 2010 – classic-project.org … Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. c 2010, The Individual Authors. … They are available at www.classic-project.org. Version: 1.0 (Draft) Distribution: Public Page 6. Chapter …  Cited by 1 – Related articles – View as HTML

Optimising information presentation for spoken dialogue systems [PDF] from aclweb.orgV Rieser, O Lemon… – Proceedings of the 48th Annual Meeting of …, 2010 – dl.acm.org … We au- tomatically extracted 81 features (eg #sentences, #DBhits, #turns, #ellipsis)1 from the XML logfiles after each dialogue. Please see (Rieser et al., 2009) 1The full corpus and list of features is available at https://www.classic-project.org/corpora/ for more details. …  Cited by 17 – Related articles – All 8 versions

Joint modelling of voicing label and continuous F0 for HMM based speech synthesis [PDF] from uiuc.eduK Yu… – … and Signal Processing (ICASSP), 2011 IEEE …, 2011 – ieeexplore.ieee.org … achieved [5]. This research was partly funded by the UK EPSRC under grant agree- ment EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). Recently, an …  Related articles – All 9 versions

Sample efficient on-line learning of optimal dialogue policies with kalman temporal differences [PDF] from archives-ouvertes.frO Pietquin, M Geist… – International Joint Conference …, 2011 – aaai.org … the general public. * The work presented here has been done during the CLASSiC project (Grant No. 216594, www.classic-project.org) funded by the European Commission’s 7th Framework Programme (FP7). Because of this …  Cited by 3 – Related articles – All 8 versions

[PDF] D1. 1.3: Adaptive automata-based DM component, final prototype [PDF] from classic-project.orgR Laroche, G Putois… – 2011 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2011, The Individual Authors. Page 3. No part of this document …  Related articles – View as HTML – All 2 versions

[PDF] Uncertainty management for on-line optimisation of a POMDP-based large-scale spoken dialogue system [PDF] from supelec.frL Daubigney, M Gašic, S Chandramohan, M Geist… – 2011 – metz.supelec.fr … contexts. This makes The work presented here has been done during the CLASSiC project (Grant No. 216594, www.classic-project.org) funded by the Eu- ropean Commission’s 7th Framework Programme (FP7). the learning …  Related articles – View as HTML – All 2 versions

Parameter estimation for agenda-based user simulation [PDF] from aclweb.orgS Keizer, M Gašic, F Jurcícek, F Mairesse… – Proceedings of the 11th …, 2010 – dl.acm.org … more accurately. *This research was partly funded by the UK EPSRC un- der grant agreement EP/F013930/1 and by the EU FP7 Pro- gramme under grant agreement 216594 (CLASSiC project: www.classic-project.org). This …  Cited by 4 – Related articles – All 13 versions

[PDF] D3. 6: User simulations of different types of Appointment Scheduling and Self-Help user [PDF] from classic-project.orgS Rossignol, S Janarthanam, X Liu, O Pietquin… – 2010 – classic-project.org … Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org cG2009, The Individual Authors. Page 3. … They are available at www.classic-project.org Version: 1.0 (Draft) Distribution: Public Page 6. …  Related articles – View as HTML

Context Adaptive Training with Factorized Decision Trees for HMM-Based Speech Synthesis [PDF] from cam.ac.ukK Yu, H Zen, F Mairesse… – Eleventh Annual Conference …, 2010 – isca-speech.org … This research was partly funded by the UK EPSRC under grant agreement EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project. org). the most critical problems for HMM-based speech synthesis. …  Related articles – All 8 versions

Trends, Challenges and Opportunities in Spoken Dialogue Research M McTear – Spoken Dialogue Systems Technology and Design, 2011 – Springer … example is the Clas- sic project (Computational Learning in Adaptive Systems for Spoken Conversation), in which the aim is to develop a data-driven, statistically- based architecture for more robust and more adaptable spoken dialogue systems (http://www.classic-project.org/). …  Related articles

[PDF] “The day after the day after tomorrow?” A machine learning approach to adaptive temporal expression generation: training and evaluation with real users [PDF] from sigdial.orgS Janarthanam, H Hastie, O Lemon… – Proceedings of the …, 2011 – sigdial.org Page 1. Proceedings of the SIGDIAL 2011: the 12th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 142-151, Portland, Oregon, June 17-18, 2011. cO2011 Association for Computational Linguistics …  Cited by 6 – Related articles – View as HTML – All 7 versions

[PDF] Real user evaluation of spoken dialogue systems using Amazon Mechanical Turk [PDF] from mit.eduF Jurcicek, S Keizer, M Gašic… – Proceedings of …, 2011 – people.csail.mit.edu … different techniques. 6. Acknowledgment This research was partly funded by the EU FP7 Programme un- der grant agreements 216594 (CLASSIC project: www.classic- project.org) and 270435 (JAMES project). 7. References …  Cited by 3 – Related articles – View as HTML – All 2 versions

[PDF] D1. 3: POMDP Learning for ISU Dialogue Management [PDF] from classic-project.orgP Crook, J Henderson, O Lemon… – 2010 – classic-project.org … 3782 – Fax +44-131-451-3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. No part of this document may …  Related articles – View as HTML – All 2 versions

[PDF] D3. 3: Simulated users for training NLG (TownInfo/Self-Help) [PDF] from classic-project.orgV Rieser, S Janarthanam… – 2010 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. Page 3. No part of this document …  Related articles – View as HTML – All 2 versions

Generation under uncertainty [PDF] from aclweb.orgO Lemon, S Janarthanam… – Proceedings of the 6th …, 2010 – dl.acm.org … The research leading to these results has received funding from the European Community’s Seventh Framework Programme (FP7/2007-2013) under grant agreement no. 216594 (CLASSiC project www.classic-project.org) and from the EPSRC, project no. EP/G069840/1. …  Cited by 2 – Related articles – All 6 versions

[PDF] D2. 5: Improved models of syntactic-semantic parsing, for English and French. [PDF] from ed.ac.ukL van der Plas, J Henderson… – 2011 – wcms.inf.ed.ac.uk … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2011, The Individual Authors. No part of this document may …  Related articles – View as HTML – All 2 versions

Learning adaptive referring expression generation policies for spoken dialogue systems S Janarthanam… – Empirical methods in natural language …, 2011 – Springer … 1 School of Informatics, University of Edinburgh s.janarthanam@ed.ac.uk 2 School of Mathematical and Computer Sciences, Heriot Watt University o.lemon@hw.ac.uk http://www.classic-project. org … 216594 (CLASSiC Project www.classic-project.org), EPSRC project nos. …  Cited by 3 – Related articles – All 3 versions

Learning human multimodal dialogue strategies V Rieser… – Natural Language Engineering, 2010 – Cambridge Univ Press Page 1. Natural Language Engineering: page 1 of 21. c 2009 Cambridge University Press doi:10.1017/S1351324909005099 1 Learning human multimodal dialogue strategies V. RIESER School of Informatics, University of …  Cited by 11 – Related articles – All 6 versions

“Let’s Go, DUDE!” using the Spoken Dialogue Challenge to teach Spoken Dialogue development [PDF] from hw.ac.ukH Hastie, N Merigaud, X Liu… – … Workshop (SLT), 2010 …, 2010 – ieeexplore.ieee.org … Frame- work Programme (FP7/2007-2013) under grant agree- ment number 216594 (CLASSiC project project: www.classic- project.org) and by a Scottish Enterprise Proof of Con- cept Grant (project number 8-ELM-004). DUDE …  Related articles – All 2 versions

[PDF] D6. 5 Annotated Data Archive [PDF] from classic-project.orgO Pietquin, H Hastie, S Janarthanam, S Keizer… – 2011 – classic-project.org … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2011, The Individual Authors. No part of this document may …  Related articles – View as HTML

Statistically linearized recursive least squares [PDF] from supelec.frM Geist… – … for Signal Processing (MLSP), 2010 IEEE …, 2010 – ieeexplore.ieee.org Page 1. 272 978-1-4244-7877-4/10/$26.00 cO2010 IEEE 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) August 29 – September 1, 2010, Kittilä, Finland STATISTICALLY LINEARIZED RECURSIVE LEAST SQUARES …  Cited by 5 – Related articles – All 3 versions

Cross-lingual validity of PropBank in the manual annotation of French [PDF] from unige.chL van der Plas, T Samardžic… – Proceedings of the Fourth …, 2010 – dl.acm.org … guidelines. Acknowledgments The research leading to these results has received fund- ing from the EU FP7 programme (FP7/2007-2013) under grant agreement nr 216594 (CLASSIC project: www.classic- project.org). We …  Cited by 4 – Related articles – All 13 versions

Optimizing spoken dialogue management with fitted value iteration [PDF] from supelec.frS Chandramohan, M Geist… – … Annual Conference of the …, 2010 – isca-speech.org … 23]. 6. Acknowledgements The work presented here is part of an ongoing research for CLASSiC project (Grant No. 216594, www.classic-project.org) funded by the European Commission’s 7th Framework Pro- gramme (FP7). 7 …  Cited by 5 – Related articles – All 2 versions

Optimising a handcrafted dialogue system design R Laroche, G Putois… – Eleventh Annual Conference of …, 2010 – isca-speech.org … 6. Acknowledgment This research has received funding from the European Community’s Seventh Framework Programme (FP7/2007- 2013) under grant agreement number 216594 (CLASSIC pro- ject : www.classic-project.org). 7. References …  Cited by 2 – Related articles

[PDF] D6. 1.3: Final Appointment Scheduling Data Collection for Task-Oriented Dialogue [PDF] from classic-project.orgG Putois, R Laroche… – 2010 – classic-project.org … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c?2010, The Individual Authors. No part of this document may …  Related articles – View as HTML

[PDF] D5. 5: Advanced appointment-scheduling system “system 4” [PDF] from classic-project.orgR Laroche… – PRototype D, 2010 – classic-project.org … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. No part of this document may …  Cited by 2 – Related articles – View as HTML – All 2 versions

[PDF] D4. 5: Testing learned NLG and TTS policies with real users, in Self-Help and Appointment Scheduling Systems [PDF] from ed.ac.ukS Janarthanam, O Lemon, R Laroche… – 2011 – wcms.inf.ed.ac.uk … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org cG2011, The Individual Authors. Page 3. No part of this document …  Related articles – View as HTML – All 2 versions

Natural Belief-Critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems [PDF] from cam.ac.ukF Jurcícek, B Thomson, S Keizer… – … Annual Conference of …, 2010 – isca-speech.org … likelihood. Acknowledgment: This research was partly funded by the UK EPSRC under grant agreement EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). …  Cited by 8 – Related articles – All 6 versions

[PDF] Enhanced monitoring tools and online dialogue optimisation merged into a new spoken dialogue system design experience [PDF] from aclweb.orgG Putois, F Lannion, R Laroche… – Proceedings of the …, 2010 – aclweb.org … 191 Page 8. 6 Acknowledgements This research has received funding from the European Community’s Seventh Framework Pro- gramme (FP7/2007-2013) under grant agreement number 216594 (CLASSIC project : www.classic- project.org). References …  Cited by 4 – Related articles – View as HTML – All 6 versions

[PDF] Adaptive Information Presentation for Spoken Dialogue Systems: Evaluation with human subjects [PDF] from rug.nlV Rieser, S Keizer, X Liu… – Proceedings of ENLG, 2011 – acl.eldoc.ub.rug.nl Page 1. Proceedings of the 13th European Workshop on Natural Language Generation (ENLG), pages 102-109, Nancy, France, September 2011. cO2011 Association for Computational Linguistics Adaptive Information Presentation for Spoken Dialogue Systems: …  Cited by 1 – View as HTML

Learning what to say and how to say it: Joint optimisation of spoken dialogue management and natural language generation O Lemon – Computer Speech & Language, 2011 – Elsevier Cited by 17 – Related articles – All 3 versions

Enhanced monitoring tools and online dialogue optimisation merged into a new spoken dialogue system design experience R Laroche, P Bretier… – Eleventh Annual Conference of …, 2010 – isca-speech.org … 5. Acknowledgements This research has received funding from the European Community’s Seventh Framework Programme (FP7/2007- 2013) under grant agreement number 216594 (CLASSIC pro- ject : www.classic-project.org). 6. References …  Cited by 1 – Related articles

[PDF] D5. 1.2: Final Communication Architecture and Module Interface Definitions [PDF] from ed.ac.ukG Putois, S Young, J Henderson, O Lemon… – 2010 – wcms.inf.ed.ac.uk … Fax +44 (0)131 451 3327 Page 3. Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. No part of this document may …  Related articles – View as HTML – All 2 versions

[PDF] D3. 5 Metrics for the evaluation of user simulations [PDF] from ed.ac.ukO Pietquin… – 2010 – wcms.inf.ed.ac.uk … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. No part of this document may …  Related articles – View as HTML – All 2 versions

[PDF] Managing uncertainty within the ktd framework [PDF] from mit.eduM Geist… – Proceedings of the Workshop on Active …, 2010 – jmlr.csail.mit.edu Page 1. JMLR: Workshop and Conference Proceedings 16 (2011) 157-168 Workshop on Active Learning and Experimental Design Managing Uncertainty within the KTD Framework Matthieu Geist matthieu.geist@supelec.fr Olivier Pietquin olivier.pietquin@supelec.fr …  Cited by 5 – Related articles – View as HTML

Adaptive referring expression generation in spoken dialogue systems: evaluation with real users [PDF] from aclweb.orgS Janarthanam… – Proceedings of the 11th Annual Meeting of …, 2010 – dl.acm.org … The research leading to these results has received funding from the European Community’s Seventh Framework Programme (FP7/2007-2013) under grant agreement no. 216594 (CLASSiC project www.classic-project.org) and from the EPSRC, project no. EP/G069840/1. …  Cited by 4 – Related articles – All 7 versions

[PDF] Scaling up automatic cross-lingual semantic role annotation [PDF] from aclweb.orgL van der Plas, P Merlo… – … of the 49th Annual Meeting of …, 2011 – aclweb.org … Acknowledgements The research leading to these results has received funding from the EU FP7 programme (FP7/2007- 2013) under grant agreement nr 216594 (CLAS- SIC project: www.classic-project.org), and from the Swiss NSF under grant 122643. References …  Related articles – View as HTML – All 11 versions

Learning to adapt to unknown users: referring expression generation in spoken dialogue systems [PDF] from mercubuana.ac.idS Janarthanam… – Proceedings of the 48th Annual Meeting of …, 2010 – dl.acm.org Page 1. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 69-78, Uppsala, Sweden, 11-16 July 2010. cO2010 Association for Computational Linguistics Learning to Adapt to Unknown …  Cited by 19 – Related articles – All 8 versions

Simulation of the grounding process in spoken dialog systems with Bayesian networks [PDF] from supelec.frS Rossignol, O Pietquin… – Spoken Dialogue Systems for …, 2010 – Springer … Acknowledgements This work is supported by the CLASSIC (Computational Learning in Adaptive Sys- tems for Spoken Conversation) european project, Project Number 216594 funded un- der EC FP7, Call 1 (http://www.classic-project.org/). …  Cited by 3 – Related articles – All 4 versions

Sparse approximate dynamic programming for dialog management [PDF] from aclweb.orgS Chandramohan, M Geist… – … of the 11th Annual Meeting of …, 2010 – dl.acm.org Page 1. Proceedings of SIGDIAL 2010: the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 107-115, The University of Tokyo, September 24-25, 2010. cO2010 Association for Computational Linguistics …  Cited by 4 – Related articles – All 8 versions

Revisiting natural actor-critics with value function approximation [PDF] from femto-st.frM Geist… – Modeling Decisions for Artificial Intelligence, 2010 – Springer Page 1. Revisiting Natural Actor-Critics with Value Function Approximation Matthieu Geist and Olivier Pietquin IMS Research Group, Supélec, Metz, France Abstract. Actor-critics architectures have become popular during the …  Cited by 1 – Related articles – All 7 versions

Continuous F0 Modelling for HMM based Statistical Parametric Speech Synthesis [PDF] from cam.ac.ukK Yu… – Audio, Speech, and Language Processing, …, 2011 – ieeexplore.ieee.org Page 1. Copyright (c) 2010 IEEE. Personal use is permitted. For any other purposes, Permission must be obtained from the IEEE by emailing pubs-permissions@ieee.org. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. …  Related articles – All 8 versions

[PDF] The Scope and the Sources of Variation in Verbal Predicates in English and French [PDF] from unige.chT Samardzic, L van der Plas, G Kashaeva… – 2010 – unige.ch … Acknowledgements The work described in this paper was financed by the EU FP7 programme un- der grant agreement 216594 (CLASSIC project: www.classic-project.org) and by SNSF (project No. 122643). References [1] Olga Babko-Malaya. Propbank annotation guidelines. …  Related articles – View as HTML – All 3 versions

Automatic Extraction of Medical Term Variants from Multilingual Parallel Translations L Plas, J Tiedemann… – Interactive Multi-modal Question- …, 2011 – Springer Page 1. Automatic Extraction of Medical Term Variants from Mu;ltilingual Parallel Translations ¨ Abstract The extraction of terms and their variants is an important issue in various applications of natural language processing (NLP …  Related articles – All 2 versions

[PDF] D1. 4.2: Summary-based policy optimisation [PDF] from classic-project.orgF Jurcicek, M Gašic, B Thomson, F Lefevre… – 2010 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. c 2010, The Individual Authors. No part of this document …  Related articles – View as HTML – All 2 versions

[PDF] D6. 4: Final evaluation of CLASSiC TownInfo and Appointment Scheduling systems [PDF] from classic-project.orgR Laroche, G Putois, P Bretier, M Aranguren… – 2011 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. c 2011, The Individual Authors. No part of this document …  Related articles – View as HTML – All 2 versions

Learning and evaluation of dialogue strategies for new applications: Empirical methods for optimization from small data sets [PDF] from aclweb.orgV Rieser… – Computational Linguistics, 2011 – dl.acm.org Page 1. Learning and Evaluation of Dialogue Strategies for New Applications: Empirical Methods for Optimization from Small Data Sets Verena Rieser * School of GeoSciences/University of Edinburgh Oliver Lemon ** School …  Cited by 6 – Related articles – All 9 versions

Synonym Acquisition across Domains and Languages L van der Plas, J Tiedemann… – Advances in Distributed Agent …, 2011 – Springer Page 1. Synonym Acquisition across Domains and Languages Lonneke van der Plas, Jörg Tiedemann, and Jean-Luc Manguin Abstract. We describe an approach to the automatic extraction of synonyms that is easy to port across domains and across languages. …  Related articles – All 2 versions

[PDF] D1. 5: Online adaptation of dialogue systems [PDF] from classic-project.orgF Jurcicek, M Gašic, S Young, R Laroche, G Putois… – 2011 – classic-project.org … Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org Page 3. cG2010, The Individual Authors. No part of this document …  Related articles – View as HTML

Eligibility traces through colored noises [PDF] from supelec.frM Geist… – Ultra Modern Telecommunications and …, 2010 – ieeexplore.ieee.org Page 1. Eligibility Traces through Colored Noises Matthieu Geist and Olivier Pietquin Abstract-The Gaussian Process Temporal Differences (GPTD) framework initiated statistical modeling of value function ap- proximation. …  Cited by 7 – Related articles – All 3 versions

Bayesian dialogue system for the Let’s Go Spoken Dialogue Challenge [PDF] from cam.ac.ukB Thomson, K Yu, S Keizer, M Gasic… – … (SLT), 2010 IEEE, 2010 – ieeexplore.ieee.org … Next, the dialogue manager is described, which This research was partly funded by the UK EPSRC under grant agree- ment EP/F013930/1 and by the EU FP7 Programme under grant agreement 216594 (CLASSIC project: www.classic-project.org). …  Cited by 2 – Related articles – All 7 versions

Still Talking to Machines (Cognitively Speaking) [PDF] from cam.ac.ukS Young – Eleventh Annual Conference of the International …, 2010 – isca-speech.org Page 1. Still Talking to Machines (Cognitively Speaking) Steve Young Cambridge University Engineering Department sjy@eng.cam.ac.uk Abstract This overview article reviews the structure of a fully statisti- cal spoken dialogue …  Cited by 2 – Related articles – All 6 versions

[PDF] D6. 2: Semantic Role Annotation of a French-English Corpus [PDF] from classic-project.orgL van der Plas, J Henderson… – 2010 – classic-project.org … 3782 – Fax +44 (0)131 451 3327 Copies of reports and other material can also be accessed via the project’s administration homepage, http://www.classic-project.org c 2010, The Individual Authors. No part of this document may …  Related articles – View as HTML – All 2 versions

Natural actor and belief critic: Reinforcement algorithm for learning parameters of dialogue systems modelled as POMDPs F Jurvcícek, B Thomson… – ACM Transactions on Speech and …, 2011 – dl.acm.org … As applications continue to increase in complexity, the limitations of This research was partly funded by the UK ESPRC under grant agreement EP/F013930/1 and by the EU FP7 Program under grant agreement 216594 (CLASSIC project: www.classic-project.org). …  Related articles

Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager [PDF] from cam.ac.ukM Gavšic… – ACM Transactions on Speech and Language …, 2011 – dl.acm.org … In addition, modeling dialogue as a Partially Observable Markov This research was partly funded by the UK ESPRC under grant agreement EP/F013930/1 and by the EU FP7 Program under grant agreement 216594 (CLASSIC project: www.classic-project.org). …  Cited by 2 – Related articles – Library Search – All 4 versions

Adaptive Natural Language Generation V Rieser… – Reinforcement Learning for Adaptive Dialogue …, 2011 – Springer Page 1. Chapter 9 Adaptive Natural Language Generation Fig. 9.1 Tools for generating language – one of the first typewriters, developed by Peter Mitter- hofer in 1864, displayed in the Technisches Museum Wien This Chapter … 

[PDF] Finding medical term variations using parallel corpora and distributional similarity [PDF] from aclweb.orgL van der Plas… – Proceedings of the 6th Workshop on …, 2010 – aclweb.org Page 35. Proceedings of the 6th Workshop on Ontologies and Lexical Resources (Ontolex 2010), pages 28-37, Beijing, August 2010 Finding Medical Term Variations using Parallel Corpora and Distributional Similarity Lonneke …  Cited by 3 – Related articles – View as HTML – All 13 versions

The hidden information state model: A practical framework for POMDP-based spoken dialogue management [PDF] from cnrs.frS Young, M Gasic, S Keizer, F Mairesse… – Computer Speech & …, 2010 – Elsevier Cited by 76 – Related articles – All 20 versions

Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems [PDF] from 134.76.163.171B Thomson… – Computer Speech & Language, 2010 – Elsevier Cited by 35 – Related articles – All 19 versions

Cognitive User Interfaces S Young – Signal Processing Magazine, IEEE, 2010 – ieeexplore.ieee.org Page 1. IEEE SIGNAL PROCESSING MAGAZINE [128] MAY 2010 This article argues that future generations of computer- based systems will need cognitive user interfaces to achieve sufficiently robust and intelligent human interac- tion. …  Cited by 2 – Related articles – All 6 versions

[PDF] Bayesian Network Automata for Modelling Unbounded Structures [PDF] from aclweb.orgJ Henderson – Conference on Parsing Technologies, 2011 – aclweb.org Page 75. Proceedings of the 12th International Conference on Parsing Technologies, pages 63-74, October 5-7, 2011, Dublin City University. cO 2011 Association for Computational Linguistics Bayesian Network Automata for …  Related articles – View as HTML – All 5 versions

[BOOK] Reinforcement Learning for Adaptive Dialogue Systems: A Data-driven Methodology for Dialogue Management and Natural Language Generation V Rieser… – 2011 – books.google.com … has received funding from the European Community’s Seventh Framework Programme (FP7, 2007-2013) under grant agree- ment number 216594 (“Computational Learning in Adaptive Systems for Spoken Conversation”, CLASSiC project: www.classic-project.org), the EC FP6 … 

Kalman temporal differences [PDF] from supelec.frM Geist… – Journal of artificial intelligence research, 2010 – aaai.org Page 1. Journal of Artificial Intelligence Research 39 (2010) 483-532 Submitted 04/10; published 10/10 Kalman Temporal Differences Matthieu Geist matthieu.geist@supelec.fr Olivier Pietquin olivier.pietquin@supelec.fr IMS research group Supélec Metz, France …  Cited by 14 – Related articles – All 8 versions

Reinforcement learning for parameter estimation in statistical spoken dialogue systems F Jurcícek, B Thomson… – Computer Speech & Language, 2011 – Elsevier

[PDF] Natural Actor and Belief Critic: Reinforcement algorithm for learning parameters of dialogue systems modelled as POMDPs [PDF] from cam.ac.ukF JURCÍCEK, B THOMSON… – ACM TSLP Special issue: …, 2011 – mi.eng.cam.ac.uk Page 1. Natural Actor and Belief Critic: Reinforcement algorithm for learning parameters of dialogue systems modelled as POMDPs FILIP JURCÍCEK, BLAISE THOMSON and STEVE YOUNG Cambridge University This paper …  Cited by 1 – Related articles – View as HTML – All 3 versions

Sample-efficient batch reinforcement learning for dialogue management optimization [PDF] from supelec.frO Pietquin, M Geist, S Chandramohan… – ACM Transactions on …, 2011 – dl.acm.org … information This work presented here is part of an ongoing research for CLASSIC project (Grant No. 216594, www.classic- project.org) funded by the European Commission’s 7th Framework Program (FP7). Authors’ address …  Cited by 5 – Related articles – All 2 versions