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An extension of word vectors for creating a dense vector representation of unstructured radiology reports has been proposed by Banerjee et al. [23] One of the biggest challenges with Word2vec is how to handle unknown or out-of-vocabulary (OOV) words and morphologically similar words. If the Word2vec model has not encountered a particular word ...
Onomatopoeia: a word or a grouping of words that imitates the sound it is describing; Phonetic reversal; Rhyme: a repetition of identical or similar sounds in two or more different words Alliteration: matching consonants sounds at the beginning of words; Assonance: matching vowel sounds; Consonance: matching consonant sounds
Nonetheless, it is essential in some cases to explicitly model the probability of out-of-vocabulary words by introducing a special token (e.g. <unk>) into the vocabulary. Out-of-vocabulary words in the corpus are effectively replaced with this special <unk> token before n-grams counts are cumulated. With this option, it is possible to estimate ...
Word Association is a common word game involving an exchange of words that are associated together. The game is based on the noun phrase word association, meaning "stimulation of an associative pattern by a word" [1] or "the connection and production of other words in response to a given word, done spontaneously as a game, creative technique, or in a psychiatric evaluation".
An anagram is a word or phrase formed by rearranging the letters of a different word or phrase, typically using all the original letters exactly once. [1] For example, the word anagram itself can be rearranged into the phrase "nag a ram"; which is an Easter egg suggestion in Google after searching for the word "anagram".
If you love Scrabble, you'll love the wonderful word game fun of Just Words. Play Just Words free online!
Simply, the game involves adding a single word to the list that is related to the previous one. Edit the main game or branch section, add a word, enclose it in brackets, update the word count, and save the page. Also, try to avoid miscounting if possible - make sure there are 10 words in at each 10th word!
Phono-semantic matching (PSM) is the incorporation of a word into one language from another, often creating a neologism, where the word's non-native quality is hidden by replacing it with phonetically and semantically similar words or roots from the adopting language.