July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Semantic ambiguity
Semantic ambiguity occurs when the meaning of the words themselves can be misinterpreted. Here's an example:
- ABC head seeks arms
- Here, the word head either means chief or body part, and in the same way, arms can be interpreted as weapons or as body parts
- This kind of ambiguity is considered in semantic ambiguity
Handling semantic ambiguity with high accuracy is an open research area. Nowadays, the word2vec representation technique is very useful for handling semantic ambiguity.
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