It is, however, extremely rare that two words have the exact same meaning – perfect synonyms – as there is often at least one parameter that distinguishes the use of one word from another [2]. For this reason, we typically speak of near-synonyms instead; that is, two words that are ...
1.A computer-implemented method for generating synonym pairs, comprising:retrieving one or more data sources containing at least a first phrase and a second phrase;generating a first vector representation of the first phrase, wherein the first vector representation of the first phrase incorporates a...
By applying both types of rules, new synonyms are generated for two-thirds of all GO terms and an increase in F-measure performance for recognition of GO on the CRAFT corpus from 0.498 to 0.636 is observed. Additionally, we evaluated the combination of both types of rules over one million ...
If this happens, a computer will deter- mine that the word is different, and accurate processing will not be possible. One useful method for automatic synonym detection is the distributed representation such as with Word2vec and fastText, and this is widely applied in the medical field12....
7.A data processing system comprising:a central processing unit and memory;means for inputting an object word as a concept for candidate synonyms;means for inputting collective document data containing sentences by different writers and at least one piece of partial data for a writer, the partial...
The Two Ways of Combining Synonyms and Word Embedding Vectors Two score functions are introduced in Section 3.2 for combining knowledge from synonyms and word embedding vector. One is the static SPSW, as shown in Equation (2), and the other is attention-based ASPSW, as shown in Equation (...
to an elevated sense of self-importance. A noisy gnat apologizes to a fearsome bull for using his horn as a resting place, but the bull puts the gnat in his place when he says, "I didn't even know you were there." Use humorous dialogue and funny word choices to make readers smile....
Similar considerations may apply to other areas where homophones may be erroneously identified to be one word when another word (homophone) was intended. For example, when translating natural language textual content from one language to another, sometimes homophones are incorrectly identified and result...