Publications

Journal Articles

Marshall R. Mayberry, III, and Risto Miikkulainen (submitted). Incremental Nonmonotonic Sentence Interpretation through Semantic Self-Organization.

Matthew W. Crocker, Pia Knoeferle, and Marshall R. Mayberry, III, (in press) Brain and Language

Marshall R. Mayberry, III, Matthew W. Crocker, and Pia Knoeferle (2009) Learning to Attend: A Connectionist Model of Situated Language Comprehension. Cognitive Science.33(5):794-838

Marshall R. Mayberry, III, and Risto Miikkulainen (2005). Broad-Coverage Parsing with Neural Networks. Neural Processing Letters; 21:121-132.

Conference Articles

Marshall R. Mayberry, III, Matthew Crocker and Pia Knoeferle (2006). A Connectionist Model of the Coordinated Interplay of Scene, Utterance, and World Knowledge. Proceedings of the 28th Annual Conference of the Cognitive Science Society, (COGSCI-06, Vancouver, Canada), Mahwah, NJ: Erlbaum.

Marshall R. Mayberry, III, Matthew Crocker and Pia Knoeferle (2005). A Connectionist Model of Anticipation in Visual Worlds. Proceedings of the 2nd International Joint Conference on Natural Language Processing}, (IJCNLP-05, Jeju, Korea)

Marshall R. Mayberry, III, Matthew Crocker and Pia Knoeferle (2005). A Connectionist Model of Sentence Comprehension in Visual Worlds. Proceedings of the 27th Annual Conference of the Cognitive Science Society, (COGSCI-05, Stresa, Italy), Mahwah, NJ: Erlbaum.

Marshall R. Mayberry, III and Risto Miikkulainen (2003). Incremental Nonmonotonic Parsing through Semantic Self-Organization. Proceedings of the 25th Annual Conference of the Cognitive Science Society, (COGSCI-03, Boston, MA), Mahwah, NJ: Erlbaum.

Marshall R. Mayberry, III and Risto Miikkulainen (1999). Using a Sequential SOM to Parse Long-Term Dependencies. Proceedings of the 21st Annual Conference of the Cognitive Science Society, (COGSCI-99, Vancouver, Canada), Mahwah, NJ: Erlbaum.

Marshall R. Mayberry, III and Risto Miikkulainen (1999). SardSrn: A neural network shift-reduce parser. Proceedings of the 16th International Joint Conference on Artificial Intelligence, (IJCAI-99, Stockholm, Sweden), San Francisco: Kaufmann.

Marshall R. Mayberry, III and Risto Miikkulainen (1999). Lexical Disambiguation Based on Distributed Representations of Context Frequency. Proceedings of the 16th Annual Conference of the Cognitive Science Society, (COGSCI-94, Atlanta, GA), Hillsdale, NJ: Erlbaum.

Workshop and Symposium Articles

Marshall R. Mayberry, III, Matthew Crocker and Pia Knoeferle (2007). Language, Scene & Attention: Towards a computational theory of situated comprehension. Presented at the Workshop on Embodied Sentence Processing: Behavioural, Neuropsychological, and Computational Perspectives, Saarbrücken, Germany.

Marshall R. Mayberry, III, Matthew Crocker and Pia Knoeferle (2005). A Connectionist Model of Language-Scene Interaction. Proceedings of the ACL Workshop on Psychocomputational Models of Human Language Acquisition, Ann Arbor, MI.

Marshall R. Mayberry, III and Matthew Crocker (2004). Generating Semantic Graphs through Self-Organization. Proceedings of the AAAI Symposium on Compositional Connectionism in Cognitive Science, Washington, D.C.

Book Chapters

Marshall R. Mayberry, III and Risto Miikkulainen (2000). Combining Maps and Distributed Representations for Shift-Reduce Parsing. In Wermter S., Sun R. (eds), Hybrid Neural Symbolic Systems, Springer: Heidelberg, Germany.

Risto Miikkulainen and Marshall R. Mayberry, III (1999). Disambiguation and Grammar as Emergent Soft Constraints. In B.J. MacWhinney (editor), Emergentist Approaches to Language, Hillsdale, NJ: Erlbaum.

Conference Abstracts

Marshall R. Mayberry, III and Matthew Crocker (2007). An Attentional Model of Situated Language Understanding. Presented at: The 13th Annual Conference on Architectures and Mechanisms for Language Processing, Turku, Finland.

Marshall R. Mayberry, III, Matthew Crocker, and Pia Knoeferle (2007). A Connectionist Model of Sentence Comprehension in Context. Presented at: The Second European Cognitive Science Conference, Delphi, Greece.

Marshall R. Mayberry, III and Matthew Crocker (2005). A Model of Anticipation and Early Disambiguation in Visual Worlds. Talk at: The 18th Annual CUNY Conference on Human Sentence Processing, Tucson, AZ.

Marshall R. Mayberry, III and Matthew Crocker (2004). Incrementality and Anticipation in a Scaleable Network Model of Linguistic Competence and Performance. Talk at: The 17th Annual CUNY Conference on Human Sentence Processing, Washington, D.C.

Technical Reports

Marshall R. Mayberry, III (2004). Incremental Nonmonotonic Parsing through Semantic Self-Organization. PhD Thesis. Department of Computer Sciences, University of Texas at Austin. AI-TR-04-310.

Marshall R. Mayberry, III (1997). On the Completeness of FLH-Resolution. TR-97-26. Department of Computer Sciences, University of Texas at Austin.