Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Lexical selection is a significant problem for wide-coverage machine translation: depending on the context, a given source language word can often be translated into different target language words.  I propose a method for target word selection that assumes the appropriate translation is more similar to the translated context than are the alternatives. Similarity of a word to a context is estimated using a proximity measure in corpus-derived "semantic space". The method is evaluated using an English-Spanish parallel corpus of colloquial dialogue.
['Scott McDonald']
I am writing a research paper on a idea Target Word Selection as Proximity in Semantic Space
[{"from": "human", "value": "I am writing a research paper on a idea Target Word Selection as Proximity in Semantic Space"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Lexical selection is a significant problem for wide-coverage machine translation: depending on the context, a given source language word can often be translated into different target language words.  I propose a method for target word selection that assumes the appropriate translation is more similar to the translated context than are the alternatives. Similarity of a word to a context is estimated using a proximity measure in corpus-derived \"semantic space\". The method is evaluated using an English-Spanish parallel corpus of colloquial dialogue."}]