Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose an automatic machine translation (MT) evaluation metric that calculates a similarity score (based on precision and recall) of a pair of sentences. Unlike most metrics,  compute a similarity score beten items across the two sentences.  then find a maximum ight matching beten the items such that each item in one sentence is mapped to at most one item in the other sentence. This general framework allows us to use arbitrary similarity functions beten items, and to incorporate different information in our comparison, such as n-grams, dependency relations, etc. When evaluated on data from the ACL-07 MT workshop, our proposed metric achieves higher correlation with human judgements than all 11 automatic MT evaluation metrics that re evaluated during the workshop.
['Yee Seng Chan', 'Hwee Tou Ng']
I am writing a research paper on a idea MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation
[{"from": "human", "value": "I am writing a research paper on a idea MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose an automatic machine translation (MT) evaluation metric that calculates a similarity score (based on precision and recall) of a pair of sentences. Unlike most metrics,  compute a similarity score beten items across the two sentences.  then find a maximum ight matching beten the items such that each item in one sentence is mapped to at most one item in the other sentence. This general framework allows us to use arbitrary similarity functions beten items, and to incorporate different information in our comparison, such as n-grams, dependency relations, etc. When evaluated on data from the ACL-07 MT workshop, our proposed metric achieves higher correlation with human judgements than all 11 automatic MT evaluation metrics that re evaluated during the workshop."}]