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Indeed, each sentence is readily represented by the use of the joint word set as follows: The vector derived from the joint word set is denoted T. Each entry of the semantic vector corresponds to a stem in the joint word set, so the dimension equals the number of stems in the joint word set.
Their proposed method dynamically forms a joint word set only by using all the distinct words in the pairs of sentences.
The procedure to compute the semantic similarity consists, firstly, in forming a joint word set using only the distinct stems in the pair of sentences.
Given that Wi is the word of the joint word set, Case 1: if Wi appears in the sentence, then Ti is set to 1. Case 2: if Wi is not contained in the sentence, then a semantic similarity score is computed between Wi and each word in the sentence using the synonymy relations of LMF standardized dictionary (extracted from Sense Relation class).
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After decoding all required data streams (left (hat {mathbf {D}}_{A}^{s},hatt {mathbf {D}}_{B}^{s}, hat {f}left (mathbf {D}_{A}^{b},mathbf {D}_{B}^{b}right)right)), the relay creates a joint data word (mathbf {D}_{R}=left [hat {mathbf {D}}_{A}^{s},hat {mathbf {D}}_{B}^{s},hat {f}left (mathbf {D}_{A}^{b},mathbf {D}_{B}^{b}right)right ]) and re-encodes it as.
It's best enjoyed alone with a joint (her words).
Sunday's meeting "was open and cordial and those present agreed to meet again to continue the conversation," Sartain and Deacon said in a joint 88-word statement.
Extant methods fall into several groups; of these, perhaps the most explored approach focuses on sequence comparison based on the joint sub-word or k-tuple content of groups of sequences, and their analysis using increasingly sophisticated probabilistic statistics.
To get around semantics, the Philippine government has disavowed the word "joint" and spurned a suggestion to call the exercises "Freedom Eagle".
Founded in 2006, BuyVIP operates a private buying club, where shoppers joint to receive word on short-duration sales on items discounted by 30%-70 30%-70are end-of-line or not available through retail outlets.
The word joint appears in the title of this chapter because it is intended that the models discussed in this chapter can be employed in any of the universal architecture description frameworks (UADF) described in Chapter 6.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com