Download Computing Meaning: Volume 4 by Harry Bunt, Johan Bos, Stephen Pulman PDF

By Harry Bunt, Johan Bos, Stephen Pulman

This booklet is a set of papers by way of major researchers in computational semantics. It offers a cutting-edge review of modern and present examine in computational semantics, together with descriptions of recent equipment for developing and bettering assets for semantic computation, resembling WordNet, VerbNet, and semantically annotated corpora. It additionally provides new statistical tools in semantic computation, comparable to the applying of distributional semantics within the compositional calculation of sentence meanings. Computing the which means of sentences, texts, and spoken or texted discussion is the final word problem in common language processing, and the major to quite a lot of intriguing purposes. The breadth and intensity of insurance of this publication makes it compatible as a reference and review of the nation of the sphere for researchers in Computational Linguistics, Semantics, laptop technological know-how, Cognitive technology, and synthetic Intelligence. ​

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5 3 Example (6) is derived from examples by MacCartney and Manning (2009). 4 Example (7) is adapted from document wsj_0126 from the Penn Treebank. 5 Note that forget to and forget that have different implication signatures. As such, in order to select the right signature, it is necessary to examine not simply the verb but the entire subcategorization frame. To do this, we make use of the dependency parse generated by the C&C parser that is input to Boxer. 40 D. Garrette et al. Signature Example forgot that +/+ he forgot that Dave left Dave left he did not forget that Dave left Dave left managed to +/- he managed to escape he escaped he did not manage to escape he did not escape forgot to -/+ he forgot to pay he did not pay he did not forget to pay he paid refused to -/o he refused to fight he did not fight he did not refuse to fight {he fought, he did not fight} Fig.

This work may also be seen as a step towards viewing semantic interpretation of language as the interaction between a pattern recognition process (described here) and an inference process. References Alshawi, H. ) (1992). The core language engine. Cambridge: MIT Press. Alshawi, H. (1996). Underspecified first order logics. In K. van Deemter & S. ), Semantic ambiguity and underspecification (pp. 145–158). Stanford: CSLI. , & Crouch, R. (1992). Monotonic semantic interpretation. In Proceedings of the 30th annual meeting of the association for computational linguistics, Newark, Delaware (pp.

Dumais, S. (1997). A solution to Platos problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge. Psychological Review, 104(2), 211–240. , & Pantel, P. (2001). Discovery of inference rules for question answering. Natural Language Engineering, 7(4), 343–360. 48 D. Garrette et al. , & Burgess, C. (1996). Producing high-dimensional semantic spaces from lexical cooccurrence. Behavior Research Methods, Instruments, and Computers, 28, 203–208. , & Manning, C.

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