26896 senses

Tài liệu Báo cáo khoa học: "Finding Predominant Word Senses in Untagged Text" pptx

Tài liệu Báo cáo khoa học:
... method for ranking senses of nouns to obtain the predominant sense of a word using the neighbours from automatically acquired thesauruses The neighbours for a word in a thesaurus are words themselves, ... represents imaginative writing, the remaining 80% being classified as informative sense according to SemCor This seems intuitive given our expected relative usage of these senses in modern British ... polysemous nouns in WordNet as described in section 2.1 above We obtained the predominant sense for each of these words and used these to label the instances in the noun data within the SENSEVAL...
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Tài liệu Báo cáo khoa học: "Learning Word Senses With Feature Selection and Order Identification Capabilities" pdf

Tài liệu Báo cáo khoa học:
... ingredients: feature selection and order identification Feature selection was formalized as a constrained optimization problem, the output of which was a set of important features to determine word senses ... counting second order co-occurrence was 50 words 3.2 Evaluation method for feature selection For evaluation of feature selection, we used mutual information between feature subset and class label ... feature words in contexts to construct better second order context vectors enabling better feature selection Since the sense associated with a word s occurrence is always determined by some feature...
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Tài liệu Báo cáo khoa học: "Mapping Lexical Entries in a Verbs Database to WordNet Senses" doc

Tài liệu Báo cáo khoa học:
... into V-ing something There are 35 such verb frames in WordNet and a synset may have only one or as many as a half dozen or so frames assigned to it Our mapping of verbs in Levin+ classes to WordNet ... manual tagging and (only) 24 for a second round of more problematic cases.6 While the full tagging of the lexical database may make the automatic tagging task appear superfluous, the low rate of agreement ... June Adwait Ratnaparkhi 2000 Trainable methods for surface natural language generation In Proceedings of the ANLP-NAACL, Seattle, WA Bonnie J Dorr and Douglas Jones 1996 Robust Lexical Acquisition:...
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Tài liệu Báo cáo khoa học: "Discovering Corpus-Specific Word Senses" pot

Tài liệu Báo cáo khoa học:
... - 11‘ Cik 4Wit 41 ler,1110.1/.7, cgtoserek■Ilt Figure 1: Local graph of the word mouse Markov Clustering Ambiguous words link otherwise unrelated areas of meaning E.g rat and printer are very ... Dongen (2000) Let G„, denote the local graph around the ambiguous word w The adjacency matrix MG„ 80 Figure 2: Local graph of the word wing of a graph G„, is defined by setting (111G„) pq equal ... eter r can depend on the ambiguous word w to be clustered In case of homonymy, a small inflation parameter r would be appropriate However, there are ambiguous words with more closely related senses...
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Tài liệu Báo cáo khoa học: "Selecting the “Right” Number of Senses Based on Clustering Criterion Functions" pdf

Tài liệu Báo cáo khoa học:
... 1.500 The P K1 measure is based on (Mojena, 1977), which finds clustering solutions for all values of k from N , and then determines the mean and standard deviation of the criterion function Then, ... the distribution of P K2’s predictions were most like those of the actual senses Conclusions This paper shows how to use clustering criterion functions as a means of automatically selecting the ... configurations of our clustering approach, in order to determine how consistent the selected value of k is in the face of changing feature sets and context representations The four configurations...
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Tài liệu Báo cáo khoa học: "WebCAGe – A Web-Harvested Corpus Annotated with GermaNet Senses" docx

Tài liệu Báo cáo khoa học:
... Section 5, the approach of automatically creating a web-harvested corpus annotated with GermaNet senses is evaluated and compared to existing sense -annotated corpora for German Related work is ... completely manually and is therefore limited to the amount of data that can reasonably be annotated by hand Leacock et al (1998), Agirre and Lopez de Lacalle (2004), and Mihalcea and Moldovan (1999) ... sense mapping of GermaNet with Wiktionary, the example sentences are automatically sense -annotated and can be included as part of WebCAGe Additional material for WebCAGe is harvested by following...
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Báo cáo khoa học: "Investigations on Word Senses and Word Usages" ppt

Báo cáo khoa học:
... 2006 Word senses In E Agirre and P Edmonds, editors, Word Sense Disambiguation, Algorithms and Applications, pages 29–46 Springer C Stokoe 2005 Differentiating homonymy and polysemy in information ... graded, traditional word sense annotation runs the risk of introducing bias into the annotation Comparison to lexical substitutions There is a strong correlation between both Usim and WSsim and the ... 1991), and human judgments have previously been used successfully to study synonymy and nearsynonymy (Miller and Charles, 1991; Bybee and Eddington, 2006) We focus on polysemy rather than synonymy...
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Báo cáo khoa học: "Discriminating image senses by clustering with multimodal features" potx

Báo cáo khoa học:
... purity, followed by the baseline All senses used the full set of sense labels and 40 clusters Meta senses merged core senses with their respective related senses, considering all images and using ... 3.4 clusters Core senses senses 0.94 0.02 0.55 senses 0.86 0.07 0.50 senses 0.94 0.03 0.64 for runs with different initializations For each keyword, the table lists the number of senses, median, ... results Global purity = Meta senses senses 0.73 0.02 0.45 senses 0.65 0.07 0.37 senses 0.71 0.04 0.56 Table 2: Median and range of global clustering purity Why Spectral Clustering? Why apply a variant...
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The Aesthetics of Mixing the Senses potx

The Aesthetics of Mixing the Senses potx
... understanding of the nature of aesthetic experience and in the process elided the potential contribution of the nonvisual senses to the appreciation of pictorial art as of the nonauditory senses to the ... banquet of sense – the aroma of the wine mingling with the libations of frankincense, the passing from hand to hand of the vases from which the guests drank and of the lyre with which they accompanied ... point of the festivities This vessel was a conveyor of images in the form of line-drawings of human figures (which reflected and modelled the behaviour of the guests) and the container of «the...
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Báo cáo khoa học: "Exploiting Aggregate Properties of Bilingual Dictionaries For Distinguishing Senses of English Words and Inducing English Sense Clusters" ppt

Báo cáo khoa học:
... coverage of English word types for a given sense than the English side of a particular bilingual dictionary, clusters could be used to unify bitext cooccurrence counts of foreign words with English senses ... method for the induction of word sense inventories, which makes use of aggregate information from a large collection of bilingual dictionaries One possible application of the induced sense inventories ... ,e2 ) for two English words e1 and e2 is simply the number of times e1 and e2 both appear as the translation of the same foreign word (over all foreign words, dictionaries and languages) The per-dictionary...
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Báo cáo khoa học: "A Structured Model for Joint Learning of Argument Roles and Predicate Senses" pot

Báo cáo khoa học:
... FG Plemma of the predicate and predicate s head, and ppos of the predicate Dependency label between the predicate and predicate s head The concatenation of the dependency labels of the predicate s ... paths between the predicate and the argument candidates The number of dependency edges between the predicate and the argument candidate Plemma and plemma&ppos of the argument candidate Dependency ... sense and its argument roles We designed a linear model- based structured model, and defined four types of factors: predicate factor, argument factor, predicate -argument pairwise factor and global...
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Báo cáo khoa học: "Identification of Domain-Specific Senses in a Machine-Readable Dictionary" potx

Báo cáo khoa học:
... Magnini and G Cavaglia 2000 Integrating Subject Field Codes into WordNet In In Proc of LREC-2000 Y Matsumoto, A Kitauchi, T Yamashita, Y Hirano, Y Matsuda, K Takaoka, and M Asahara 2000 Japanese Morphological ... DOMAINS Hierarchy: Semantics, Coverage and Balancing In In Proc of COLING 2004 Workshop on Multilingual Linguistic Resources, pages 101–108 S Brin and L Page 1998 The Anatomy of a Largescale ... presented a method for assigning categories to each sense of words in a machine-readable dictionary For evaluation of the method using WordNet 3.0, the average precision was 0.661, and recall against...
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Báo cáo khoa học: "The Role of Semantic Roles in Disambiguating Verb Senses" pot

Báo cáo khoa học:
... a verb in a particular sentence tend to look only within the smallest clause containing They include collocational features requiring no linguistic preprocessing beyond partof-speech tagging, ... in 4887 instances of polysemous verbs The instances for each word were partitioned randomly into 10 equal parts, and the system was tested on each part after being trained on the remaining nine ... according to the coarse-grained sense provided by the frameset To automatically tag an instance of a verb with its frameset, the set of all instances of the verb in PropBank was partitioned into...
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