Publications

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1989
Walker, M. A., "Evaluating discourse processing algorithms", Proceedings of the 27th annual meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 251–261, 1989.
Walker, M. A., "Natural language in a desktop environment", Proceedings of the third international conference on human- computer interaction on Designing and using human-computer interfaces and knowledge based systems (2nd ed.), New York, NY, USA, Elsevier Science Inc., pp. 502–509, 1989.
1990
Walker, M. A., and S. Whittaker, "Mixed initiative in dialogue: an investigation into discourse segmentation", Proceedings of the 28th annual meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 70–78, 1990.
1992
Walker, M. A., A. L. Nelson, and P. Stenton, "A case study of natural language customisation: the practical effects of world knowledge", Proceedings of the 14th conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 820–826, 1992.
Walker, M. A., "Redundancy in collaborative dialogue", Proceedings of the 14th conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 345–351, 1992.
1993
Walker, M. A., Informational redundancy and resource bounds in dialogue, , Philadelphia, PA, USA, University of Pennsylvania, 1993.
1994
Walker, M. A., "Discourse and deliberation: testing a collaborative strategy", Proceedings of the 15th conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1205–1211, 1994.
Walker, M. A., "Experimentally evaluating communicative strategies: the effect of the task", AAAI ’94: Proceedings of the twelfth national conference on Artificial intelligence (vol. 1), Menlo Park, CA, USA, American Association for Artificial Intelligence, pp. 86–93, 1994.
Walker, M. A., S. Cote, and M. Iida, "Japanese discourse and the process of centering", Comput. Linguist., vol. 20, no. 2, Cambridge, MA, USA, MIT Press, pp. 193–232, 1994.
Walker, M. A., and O. Rambow, "The role of cognitive modeling in achieving communicative intentions", INLG ’94: Proceedings of the Seventh International Workshop on Natural Language Generation, Morristown, NJ, USA, Association for Computational Linguistics, pp. 171–180, 1994.
1995
Walker, M. A., and P. W. Jordan, "Design-World: a testbed of communicative action and resource limits", SIGART Bull., vol. 6, no. 2, New York, NY, USA, ACM, pp. 34–38, 1995.
Walker, M. A., and E. F. Prince, Reference accessibility, , 1995.
Walker, M. A., "Testing collaborative strategies by computational simulation: Cognitive and task effects", Knowledge Based Systems, 1995.
1996
Walker, M. A., "The effect of resource limits and task complexity on collaborative planning in dialogue", Artif. Intell., vol. 85, no. 1-2, Essex, UK, Elsevier Science Publishers Ltd., pp. 181–243, 1996.
Walker, M. A., "Inferring Acceptance and Rejection in Dialogue by Default Rules of Inference", Language and Speech, vol. 39, no. 2, 1996.
Walker, M. A., "Limited attention and discourse structure", Comput. Linguist., vol. 22, no. 2, Cambridge, MA, USA, MIT Press, pp. 255–264, 1996.
1997
Walker, M. A., and J. D. Moore, "Empirical studies in discourse", Comput. Linguist., vol. 23, no. 1, Cambridge, MA, USA, MIT Press, pp. 1–12, 1997.
Walker, M. A., D. J. Litman, C. A. Kamm, and A. Abella, "Evaluating interactive dialogue systems: extending component evaluation to integrated system evaluation", ISDS ’97: Interactive Spoken Dialog Systems on Bringing Speech and NLP Together in Real Applications, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–8, 1997.
Walker, M. A., J. E. Cahn, and S. J. Whittaker, "Improvising linguistic style: social and affective bases for agent personality", AGENTS ’97: Proceedings of the first international conference on Autonomous agents, New York, NY, USA, ACM, pp. 96–105, 1997.
Walker, M. A., D. J. Litman, C. A. Kamm, and A. Abella, "PARADISE: a framework for evaluating spoken dialogue agents", Proceedings of the eighth conference on European chapter of the Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 271–280, 1997.
Walker, M. A., "Review of "Using language" by Herbert H. Clark. Cambridge University Press 1996.", Comput. Linguist., vol. 23, no. 4, Cambridge, MA, USA, MIT Press, pp. 625–628, 1997.
Kamm, C., M. A. Walker, and L. Rabiner, "The role of speech processing in human–-computer intelligent communication", Speech Commun., vol. 23, no. 4, Amsterdam, The Netherlands, The Netherlands, Elsevier Science Publishers B. V., pp. 263–278, 1997.
1998
Walker, M. A., Centering in Discource, : Oxford University Press, 1998.
Litman, D. J., S. Pan, and M. A. Walker, "Evaluating response strategies in a Web-based spoken dialogue agent", Proceedings of the 17th international conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 780–786, 1998.
Walker, M. A., Diane J. Litman, C. A. Kamm, and A. Abella, "Evaluating Spoken Dialogue Agents with {PARADISE}: Two Case Studies: Two Case Studies", Computer Speech and Language, vol. 12, no. 3, 1998.
Walker, M. A., J. C. Fromer, and S. Narayanan, "Learning optimal dialogue strategies: a case study of a spoken dialogue agent for email", Proceedings of the 17th international conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1345–1351, 1998.
Walker, M. A., D. J. Litman, C. A. Kamm, and A. Abella, Paradise: a framework for evaluating spoken dialogue agents, , San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., pp. 631–641, 1998.
Walker, M. A., J. Fromer, G. Di Fabbrizio, C. Mestel, and D. Hindle, "What can I say?: evaluating a spoken language interface to Email", CHI ’98: Proceedings of the SIGCHI conference on Human factors in computing systems, New York, NY, USA, ACM Press/Addison-Wesley Publishing Co., pp. 582–589, 1998.
1999
Litman, D. J., M. A. Walker, and M. S. Kearns, "Automatic detection of poor speech recognition at the dialogue level", Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 309–316, 1999.
Langkilde, I., M. A. Walker, J. Wright, A. Gorin, and D. Litman, "Automatic Prediction of Problematic Human-Computer Dialogues in How May I Help You?", ASRU99, 1999.
Kamm, C., M. A. Walker, and D. Litman, "Evaluating Spoken Language Systems", Proceedings of American Voice Input/Output Society (AVIOS), 1999.
Singh, S., M. S. Kearns, Diane J. Litman, and M. A. Walker, "Reinforcement Learning for Spoken Dialogue Systems", Proceedings of NIPS*99, 1999.
Walker, M. A., J. Boland, and C. Kamm, "The Utility of Elapsed Time as a Usability Metric for Spoken Dialogue Systems", ASRU99, 1999.
2000
Walker, M. A., "An application of reinforcement learning to dialogue strategy selection in a spoken dialogue system for email", J. Artif. Int. Res., vol. 12, no. 1, USA, AI Access Foundation, pp. 387–416, 2000.
Levin, E., Narayanan, S., Pieraccini, R., Biatov, K., Bocchieri, E., G. Di Fabbrizio, Eckert, W., Lee, S., Pokrovsky, A., Rahim, M., et al., "The AT&T DARPA Communicator Mixed-Initiative Spoken Dialog System", Proceedings of the International Conference on Spoken Language Processing, 2000.
Litman, D. J., M. S. Kearns, S. P. Singh, and M. A. Walker, "Automatic optimization of dialogue management", Proceedings of the 18th conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 502–508, 2000.
Myers, K., M. J. Kearns, S. P. Singh, and M. A. Walker, "A Boosting Approach to Topic Spotting on Subdialogues", ICML ’00: Proceedings of the Seventeenth International Conference on Machine Learning, San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., pp. 655–662, 2000.
Walker, M. A., C. Kamm, and J. Boland, "Developing And Testing General Models Of Spoken Dialogue System Perfor mance", Language Resources and Evaluation Conference (LREC), 2000.
Singh, S. P., M. J. Kearns, D. J. Litman, and M. A. Walker, "Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System", Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence: AAAI Press, pp. 645–651, 2000.
Walker, M. A., L. Hirschman, and J. Aberdeen, "Evaluation For Darpa Communicator Spoken Dialogue Systems", Language Resources and Evaluation Conference (LREC), 2000.
Jordan, P., and M. A. Walker, "Learning attribute selections for non-pronominal expressions", ACL ’00: Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 181–190, 2000.
Walker, M. A., I. Langkilde, J. H. Wright, A. Gorin, and D. Litman, "Learning to predict problematic situations in a spoken dialogue system: experiments with how may I help you?", Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference, San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., pp. 210–217, 2000.
Litman, D., S. P. Singh, M. Kearns, and M. A. Walker, "NJFun: a reinforcement learning spoken dialogue system", ConversationalSys ’00: Proceedings of the ANLP-NAACL 2000 Workshop on Conversational Systems, Morristown, NJ, USA, Association for Computational Linguistics, pp. 17–20, 2000.
Walker, M. A., "Toward a Model of the Interaction of Centering with Global Discourse Structure", Verbum, 2000.
Walker, M. A., C. Kamm, and D. Litman, "Towards developing general models of usability with PARADISE", Nat. Lang. Eng., vol. 6, no. 3-4, New York, NY, USA, Cambridge University Press, pp. 363–377, 2000.
Walker, M. A., J. H. Wright, and I. Langkilde, "Using Natural Language Processing and discourse Features to Identify Understanding Errors", ICML ’00: Proceedings of the Seventeenth International Conference on Machine Learning, San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., pp. 1111–1118, 2000.
2001
Dutton, D., S. Chu, J. Hubbell, M. A. Walker, and S. Narayanan, "Amount of information presented in a complex list: effects on user performance", HLT ’01: Proceedings of the first international conference on Human language technology research, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–6, 2001.
Walker, M. A., J. Aberdeen, J. Boland, E. Bratt, J. Garofolo, L. Hirschman, A. Le, S. Lee, S. Narayanan, K. Papineni, et al., "DARPA Communicator Dialog Travel Planning Systems: The June 2000 Data Collection", EUROSPEECH: European Conference on Speech Processing, 2001.
Walker, M. A., and R. Passonneau, "DATE: a dialogue act tagging scheme for evaluation of spoken dialogue systems", HLT ’01: Proceedings of the first international conference on Human language technology research, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–8, 2001.
Rambow, O., M. Rogati, and M. A. Walker, "Evaluating a trainable sentence planner for a spoken dialogue system", ACL ’01: Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 434–441, 2001.
Dutton, D., S. Chu, J. Hubbell, M. A. Walker, and S. Narayanan, "Just (all) the facts, ma’am", CHI ’01: CHI ’01 extended abstracts on Human factors in computing systems, New York, NY, USA, ACM, pp. 133–134, 2001.
Rambow, O., S. Bangalore, and M. A. Walker, "Natural language generation in dialog systems", HLT ’01: Proceedings of the first international conference on Human language technology research, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–4, 2001.
Walker, M. A., R. Passonneau, and J. E. Boland, "Quantitative and qualitative evaluation of Darpa Communicator spoken dialogue systems", ACL ’01: Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 515–522, 2001.
Walker, M. A., O. Rambow, and M. Rogati, "SPoT: a trainable sentence planner", NAACL ’01: Second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies 2001, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–8, 2001.
Rogati, M., M. A. Walker, and O. Rambow, "Training a Sentence Planner for Spoken Dialog: The Impact of Syntactic and Planning Features", EUROSPEECH: European Conference on Speech Processing, 2001.
Rahim, M., G. Di Fabbrizio, C. Kamm, M. A. Walker, A. Pokrovsky, P. Ruscitti, E. Levin, S. Lee, A. Syrdal, and K. Schlosser, "Voice-If: a Mixed-Initiative Spoken Dialogue System for AT&T Conference Services", EUROSPEECH: European Conference on Speech Processing, 2001.
2002
Hastie, H. W., M. A. Walker, and R. Prasad, "Automatic Evaluation: Using a DATE Dialogue Act Tagger for User Satisfaction and Task Completion Prediction", Language Resources and Evaluation Conference, 2002.
Walker, M. A., I. Langkilde-Geary, H. W. Hastie, J. H. Wright, and A. Gorin, "Automatically training a problematic dialogue predictor for a spoken dialogue system", J. Artif. Int. Res., vol. 16, no. 1, USA, AI Access Foundation, pp. 293–319, 2002.
Walker, M. A., A. Rudnicky, J. Aberdeen, E. Bratt, J. Garofolo, H. Hastie, A. Le, Bryan Pellom, A. Potamianos, R. Passonneau, et al., "DARPA Communicator Evaluation: Progress from 2000 to 2001", ICSLP, 2002.
Walker, M. A., A. Rudnicky, J. Aberdeen, E. Bratt, J. Garofolo, H. Hastie, A. Le, Bryan Pellom, A. Potamianos, R. Passonneau, et al., "DARPA Communicator: Cross-System Results for the 2001 Evaluation", ICSLP, 2002.
Whittaker, S., M. A. Walker, and J. Moore, "Fish or Fowl: A Wizard of Oz Evaluation of Dialogue Strategies in the Restaurant Domain", Language Resources and Evaluation Conference, 2002.
Johnston, M., S. Bangalore, G. Vasireddy, A. Stent, P. Ehlen, M. A. Walker, S. Whittaker, and P. Maloor, "MATCH: an architecture for multimodal dialogue systems", ACL ’02: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 376–383, 2002.
Singh, S. P., D. Litman, M. Kearns, and M. A. Walker, "Optimizing dialogue management with reinforcement learning: experiments with the NJFun system", J. Artif. Int. Res., vol. 16, no. 1, USA, AI Access Foundation, pp. 105–133, 2002.
Walker, M. A., S. Whittaker, A. Stent, P. Maloor, J. Moore, M. Johnston, and G. Vasireddy, "Speech plans: generating evaluative responses in spoken dialogue", International Natural Language Generation Conference, 2002.
Chen, J., S. Bangalore, O. Rambow, and M. A. Walker, "Towards automatic generation of natural language generation systems", Proceedings of the 19th international conference on Computational linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 1–7, 2002.
Prasad, R., and M. A. Walker, "Training a Dialogue Act Tagger for human-human and human-computer travel dialogues", Proceedings of the 3rd SIGdial workshop on Discourse and dialogue, Morristown, NJ, USA, Association for Computational Linguistics, pp. 162–173, 2002.
Stent, A., M. A. Walker, S. Whittaker, and P. Maloor, "User-Tailored Generation for Spoken Dialogue: An Experiment", ICSLP, 2002.
Hastie, H. W., R. Prasad, and M. A. Walker, "What’s the trouble: automatically identifying problematic dialogues in DARPA communicator dialogue systems", ACL ’02: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 384–391, 2002.
Walker, M. A., and O. Rambow, "Spoken Language Generation", Computer Speech and Language Special Issue on Spoken Language Generation, July, 2002.
Walker, M. A., O. Rambow, and M. Rogati, "Training a Sentence Planner for Spoken Dialogue Using Boosting", Computer Speech and Language Special Issue on Spoken Language Generation, July, 2002.
2003
Whittaker, S., M. A. Walker, and P. Maloor, "Should I Tell All? An Experiment On Conciseness in Spoken Dialogue", EUROSPEECH: European Conference on Speech Processing, Geneva, pp. 1685-1689, 2003.
Walker, M. A., R. Prasad, and A. Stent, "A Trainable Generator for Recommendations in Multimodal Dialog", EUROSPEECH: European Conference on Speech Processing, Geneva, pp. 1697-1701, 2003.
2004
Whittaker, S., and M. A. Walker, Spoken Multimodal Human-Computer Dialogue in Mobile Environments, : Kluwer Academic Publishers, 2004.
Stent, A., R. Prasad, and M. A. Walker, "Trainable sentence planning for complex information presentation in spoken dialog systems", ACL ’04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 79, 2004.
Walker, M. A., S. Whittaker, A. Stent, P. Maloor, J. Moore, M. Johnston, and G. Vasireddy, "Generation and Evaluation of User Tailored Responses in Multimodal Dialogue", Cognitive Science, vol. 28, no. 5, pp. 811-840, September-Octobe, 2004.
2005
Higashinaka, R., R. Prasad, and M. A. Walker, "Augmenting Variation of System Utterances using Corpora in Spoken Dialogue Systems", IEEE Automatic Speech Recognition and Understanding (ASRU), Puerto Rico, 2005.
Walker, M. A., "Can We Talk? Methods for Evaluation and Training of Spoken Dialogue System", Language Resources and Evaluation, vol. 39, no. 1: Springer, pp. 65-75, 2005.
Jordan, P. W., and M. A. Walker, "Learning content selection rules for generating object descriptions in dialogue", J. Artif. Int. Res., vol. 24, no. 1, USA, AI Access Foundation, pp. 157–194, 2005.
Mairesse, F., and M. A. Walker, "Learning to Personalize Spoken Generation for Dialogue Systems", Proceedings of Interspeech'2005 - Eurospeech: 9th European Conference on Speech Communication and Technology, Lisbon, pp. 1881-1884, September, 2005.
2006
Polifroni, J., and M. A. Walker, "An Analysis of Automatic Content Selection Algorithms for Spoken Dialogue System Summaries", IEEE/ACL, Aruba, 2006.
Higashinaka, R., R. Prasad, and M. A. Walker, "Learning to generate naturalistic utterances using reviews in spoken dialogue systems", ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, Morristown, NJ, USA, Association for Computational Linguistics, pp. 265–272, 2006.
Higashinaka, R., R. Prasad, and M. A. Walker, "Learning to Generate Naturalistic Utterances Using Reviews in Spoken Dialogue Systems", COLING-ACL, Australia, 2006.
Mairesse, F., and M. A. Walker, "Words Mark the Nerds: Computational Models of Personality Recognition through Language", 28th Annual Conference of the Cognitive Science Society, Vancouver, July 2006.
Mairesse, F., and M. A. Walker, "Automatic Recognition of Personality in Conversation", HLT-NAACL 2006: Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers on XX, New York, NY, Association for Computational Linguistics, June 2006.
Polifroni, J., and M. A. Walker, "Learning Database Content for Spoken Dialogue System Design", Proceedings of the International Conference on Language Resources and Evaluation (LREC)2006, Genoa, May, 2006.
Barker, E., R. Higashinaka, F. Mairesse, Robert Gaizauskas, M. A. Walker, and J. Foster, "Simulating Cub Reporter Dialogues: The collection of naturalistic human-human dialogues for information access to text archives", Proceedings of the International Conference on Language Resources and Evaluation (LREC), Genoa, May, 2006.
2007
Gupta, S., M. A. Walker, and D. M. Romano, "Generating politeness in task based interaction: an evaluation of the effect of linguistic form and culture", ENLG ’07: Proceedings of the Eleventh European Workshop on Natural Language Generation, Morristown, NJ, USA, Association for Computational Linguistics, pp. 57–64, 2007.
Gupta, S., M. A. Walker, and D. M. Romano, "How Rude Are You?: Evaluating Politeness and Affect in Interaction", ACII ’07: Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction, Berlin, Heidelberg, Springer-Verlag, pp. 203–217, 2007.
Walker, M. A., A. Stent, F. Mairesse, and R. Prasad, "Individual and domain adaptation in sentence planning for dialogue", J. Artif. Int. Res., vol. 30, no. 1, USA, AI Access Foundation, pp. 413–456, 2007.
Higashinaka, R., M. A. Walker, and R. Prasad, "An unsupervised method for learning generation dictionaries for spoken dialogue systems by mining user reviews", ACM Trans. Speech Lang. Process., vol. 4, no. 4, New York, NY, USA, ACM, pp. 8, 2007.
Mairesse, F., M. A. Walker, M. Mehl, and R. Moore, "Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text", Journal of Artificial Intelligence Research, vol. 30, pp. 457-500, 2007.
Mairesse, F., and M. A. Walker, "PERSONAGE: Personality Generation for Dialogue", 45th Annual Meeting of the Association for Computational Linguistics, Prague, June 2007.
2008
Gupta, S., M. A. Walker, and D. M. Romano, "POLLy: A Conversational System that uses a Shared, Representation to Generate Action and Social Language", IJCNLP 2008, The Third International Joint Conference on Natural Language Processing, Hyderabad, India, January, 2008.
Polifroni, J., and M. A. Walker, "Intensional Summaries as Cooperative Responses in Dialogue: Automation and Evaluation", Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL), Columbus, June, 2008.
Mairesse, F., and M. A. Walker, "Trainable Generation of Big-Five Personality Styles through Data-driven Parameter Estimation", 46th Annual Meeting of the Association for Computational Linguistics, Columbus, June 2008.
2010
Khosmood, F., and M. A. Walker, "Grapevine: a gossip generation system", FDG ’10: Proceedings of the Fifth International Conference on the Foundations of Digital Games, New York, NY, USA, ACM, pp. 92–99, 2010.
Bee, N., C. Pollock, E. André, and M. A. Walker, "Bossy or Wimpy: Expressing Social Dominance by Combining Gaze and Linguistic Behaviors", Intelligent Virtual Agents, Philadelphia, 2010.
Mairesse, F., and M. A. Walker, "Towards Personality-Based User Adaptation: Psychologically Informed Stylistic Language Generation", User Modeling and User-Adapted Interaction, vol. 20, issue 3, 2010.
2011
Mairesse, F., and M. A. Walker, "Controlling User Perceptions of Linguistic Style: Trainable Generation of Personality Traits", Computational Linguistics, 2011.
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