Bonnie J. Dorr and Douglas Jones. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Evelyne Viegas, editor, Breadth and Depth of Semantic Lexicons. Kluwer Academic Publishers, Norwell, MA, 1999.  Home/Search   Document Details and Download   Summary   Related Articles   Check

....the same effect on the hit, push pull, swat and poke classes, although it is not commonly found otherwise. 2. 1 Ambiguities in Levin classes It is not clear how much WordNet synsets should be expected to overlap with Levin classes, and preliminary indications are that there is a wide discrepancy [4], 6] 3] However, it would be useful for the WordNet synsets to have access to the detailed syntactic information that the Levin classes contain, and it would be equally useful to have more guidance as to when membership in a Levin class does in fact indicate shared semantic components. ....

Bonnie J. Dorr and Doug Jones. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Proceedings of SIGLEX, Santa Cruz, California, 1996.

....lexica including morphological, syntactic and semantic knowledge. Given all these annotation and preparation steps for both languages in a parallel corpus, an alignment on 8 The techniques for stochastic word sense disambiguation are getting better and better, see e.g. Almuallim et al. 96; Dorr Jones 96) But there is no hope to get word sense models without large corpora which are manually tagged with such senses (Ng 97) different linguistic levels, such as words, phrases or even semantic fragments is possible by using similarity measures, see e.g. Kitamua Matsumoto 96) This alignment ....

B. J. Dorr and D. Jones. Acquisition of Semantic Lexicons: Using Word Sense Disambiguation to Improve Precision. In Proceedings of SIGLEX-96, Santa Cruz, CA, 1996.

.... resources including Longman s Dictionary of Contemporary English (LDOCE) 19] EVCA [11] and WordNet [14] Translation of English classes into other languages has proven difficult [7, 15, 21] but regularities between different language classifications can be found in some online resources [1, 4, 16]. This work extends previous work which used a concept space to produce a hierarchical organization of Chinese verbs [18] We adopt a technique that is similar in flavor to that of [1] for partitioning English verbs into refined classes using WordNet, with the following extensions: 1) The use of ....

Bonnie J. Dorr and Douglas Jones. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Evelyne Viegas, editor, Breadth and Depth of Semantic Lexicons. Kluwer Academic Publishers, Norwell, MA, 1999.

....transport , move) with one HowNet concept (e.g. jTransportj) while associating other senses (e.g. help) to another HowNet concept (e.g. jhelpj) 2. 1 Related Work: Mapping across Semantic Hierarchies Several researchers have investigated the problem of assigning class based senses to verbs [2] [7], 6] 5] 11] 14] 18] 20] 19] and [22] This work extends the techniques described by [20] which used a concept space to produce a hierarchical organization of Chinese verbs. The extensions include the use of the entire EVCA database rather than a small set of verbs (the break class) ....

Bonnie J. Dorr and Douglas Jones. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Evelyne Viegas, editor, Breadth and Depth of Semantic Lexicons. Kluwer Academic Publishers, Norwell, MA, 1999.

...., move) with one HowNet concept (e.g. jTransportj) while associating other senses (e.g. help) to another HowNet concept (e.g. jhelpj) 2. 1 Related Work: Mapping across Semantic Hierarchies Several researchers have investigated the problem of assigning class based senses to verbs [2] 7] [6] [5] 11] 14] 18] 20] 19] and [22] This work extends the techniques described by [20] which used a concept space to produce a hierarchical organization of Chinese verbs. The extensions include the use of the entire EVCA database rather than a small set of verbs (the break class) and the ....

Bonnie J. Dorr and Douglas Jones. Acquisition of Semantic Lexicons: Using Word Sense Disambiguation to Improve Precision. In Proceedings of the Workshop on Breadth and Depth of Semantic Lexicons, 34th Annual Conference of the Association for Computational Linguistics, pages 42--50, Santa Cruz, CA, 1996.

.... [Nomura et al. 1994] Saint Dizier, 1996] Jones et al. 1994] indicates that the translation of English classes into other languages is not straightforward, but later work has shown that regularities between different language classifications is evident in online resources [Dang et al. 1998] [Dorr and Jones, 1999], Olsen et al. 1998] This work extends the techniques described by [Palmer and Wu, 1995] which used a concept space to produce a hierarchical organization of Chinese verbs. The extensions include: 1) The use of the entire EVCA database rather than a small set of verbs (the break class) 2) ....

....this approach, with the following extensions: 1) Concept alignment across two different language hierarchies (Chinese and English) rather than one; 2) Mappings between Chinese and English thematic role specifications. The EVCA classes used in this work relies on extensions by [Dorr, 1997] and [Dorr and Jones, 1999] to a finer grained set of semantic classes, including 26 new classes. There are 500 total classes in the extended set, each hand tagged semantic representations and thematic role specifications. Mapping 1 Optilex is a large (600k entries) machine readable version of the CETA Chinese English ....

Dorr, Bonnie J. and Douglas Jones, 1999. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Evelyne Viegas (ed.), Breadth and Depth of Semantic Lexicons . Norwell, MA: Kluwer Academic Publishers.

....(Euro)WordNet initiative. The resulting lexicons are used for determining appropriate word senses in applications such as machine translation and cross language information retrieval. Several researchers have investigated the problem of assigning class based senses to verbs [Dang et al. 1998] [Dorr and Jones, 1999], Dorr and Jones, 1996] Dorr, 1997] Jones et al. 1994] Nomura et al. 1994] Olsen et al. 1998] Palmer and Wu, 1995] Palmer and Rosenzweig, 1996] and [Saint Dizier, 1996] This work extends the techniques described by [Palmer and Wu, 1995] which used a concept space to produce a ....

Dorr, Bonnie J. and Douglas Jones, 1999. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Evelyne Viegas (ed.), Breadth and Depth of Semantic Lexicons . Norwell, MA: Kluwer Academic Publishers.

....The resulting lexicons are used for determining appropriate word senses in applications such as machine translation and cross language information retrieval. Several researchers have investigated the problem of assigning class based senses to verbs [Dang et al. 1998] Dorr and Jones, 1999] [Dorr and Jones, 1996] [Dorr, 1997] Jones et al. 1994] Nomura et al. 1994] Olsen et al. 1998] Palmer and Wu, 1995] Palmer and Rosenzweig, 1996] and [Saint Dizier, 1996] This work extends the techniques described by [Palmer and Wu, 1995] which used a concept space to produce a hierarchical organization ....

Dorr, Bonnie J. and Douglas Jones, 1996. Acquisition of Semantic Lexicons: Using Word Sense Disambiguation to Improve Precision. In Proceedings of the Workshop on Breadth and Depth of Semantic Lexicons, 34th Annual Conference of the Association for Computational Linguistics . Santa Cruz, CA.

....walk , and close are given in Table 1. Note 3 The synset numbers are taken from Version 1.5 of WordNet, available at http: www.cogsci.princeton.edu wn. Synset numbers were assigned to LCS templates by hand: each template was human annotated with as many WordNet synsets as were applicable. See [1] for more details. Verb Synset(s) Graph Matched Same Synset sap 00657546 149: clean, clear, drain, empty, erase, reduce, 2: drain, sap walk 01086212 01089891 01116106 01086031 272: amble, approach, creep, go, leave, saunter, 1: walk close 00772512 00773754 918: collapse, ....

Bonnie J. Dorr and Douglas Jones. Acquisition of Semantic Lexicons: Using Word Sense Disambiguation to Improve Precision. In Proceedings of the Workshop on Breadth and Depth of Semantic Lexicons, 34th Annual Conference of the Association for Computational Linguistics, pages 42--50, Santa Cruz, CA, 1996.

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Bonnie J. Dorr and Doug Jones. 1996. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Proceedings of SIGLEX, Santa Cruz, California.

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B. Dorr and D. Jones. 1996a. Acquisition of semantic lexicons: Using word sense disambiguation to improve precision. In Proceedings of the SIGLEX Workshop on Breadth and Depth of Semantic Lexicons, Santa Cruz, CA.

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