An expectation model of referring expressions
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences, 2010.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2011
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| Online Access: | http://hdl.handle.net/1721.1/62046 |
| _version_ | 1811092501633695744 |
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| author | Kræmer, John, Ph. D. Massachusetts Institute of Technology |
| author2 | Edward Gibson. |
| author_facet | Edward Gibson. Kræmer, John, Ph. D. Massachusetts Institute of Technology |
| author_sort | Kræmer, John, Ph. D. Massachusetts Institute of Technology |
| collection | MIT |
| description | Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences, 2010. |
| first_indexed | 2024-09-23T15:18:54Z |
| format | Thesis |
| id | mit-1721.1/62046 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T15:18:54Z |
| publishDate | 2011 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/620462019-04-10T21:23:51Z An expectation model of referring expressions EMRE Kræmer, John, Ph. D. Massachusetts Institute of Technology Edward Gibson. Massachusetts Institute of Technology. Dept. of Brain and Cognitive Sciences. Massachusetts Institute of Technology. Dept. of Brain and Cognitive Sciences. Brain and Cognitive Sciences. Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences, 2010. Cataloged from PDF version of thesis. Includes bibliographical references (p. 297-205). This thesis introduces EMRE, an expectation-based model of referring expressions. EMRE is proposed as a model of non-syntactic dependencies - in particular, discourse-level semantic dependencies that bridge sentence gaps. These include but are not limited to anaphora (references to noun phrases in previous sentences) and coherence predicates such as causality, temporal ordering and resemblance -- two domains that have typically been treated as entirely distinct aspects of language. EMRE is a computational-level model, and is agnostic about any particular algorithms, cognitive faculties, or neurological substrates that might be applied to the problem of semantic reference. Instead, it describes reference as a computational problem framed in terms of expectation and inference, and describes a solution to the problem based on rational top-down expectations about the likely targets of referring expressions, and on bottom-up feature-based matching that occurs when a referring expression is encountered. EMRE is used to derive novel empirical predictions about how people will construe particular discourse constructions involving NP anaphora and coherence predicates. These predictions are tested in controlled behavioral experiments, in which participants read and answer questions about short texts. The results of these experiments are shown to be consistent with a model of reference as an expectation-based computational structure with different underlying rules than those governing syntactic processing. by John Kræmer. Ph.D. 2011-04-04T16:16:13Z 2011-04-04T16:16:13Z 2010 2010 Thesis http://hdl.handle.net/1721.1/62046 707634076 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 205 p. application/pdf Massachusetts Institute of Technology |
| spellingShingle | Brain and Cognitive Sciences. Kræmer, John, Ph. D. Massachusetts Institute of Technology An expectation model of referring expressions |
| title | An expectation model of referring expressions |
| title_full | An expectation model of referring expressions |
| title_fullStr | An expectation model of referring expressions |
| title_full_unstemmed | An expectation model of referring expressions |
| title_short | An expectation model of referring expressions |
| title_sort | expectation model of referring expressions |
| topic | Brain and Cognitive Sciences. |
| url | http://hdl.handle.net/1721.1/62046 |
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