Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Background#R##N# propose a method for automatic extraction of protein-specific residue mentions from the biomedical literature. The method searches text for mentions of amino acids at specific sequence positions and attempts to correctly associate each mention with a protein also named in the text. The methods presented in this work will enable improved protein functional site extraction from articles, ultimately supporting protein function prediction. Our method made use of linguistic patterns for identifying the amino acid residue mentions in text. Further,  applied an automated graph-based method to learn syntactic patterns corresponding to protein-residue pairs mentioned in the text.  finally present an approach to automated construction of relevant training and test data using the distant supervision model.
['K. E. Ravikumar', 'Haibin Liu', 'Judith D. Cohn', 'Michael E. Wall', 'Karin Verspoor']
I am writing a research paper on a idea Literature mining of protein-residue associations with graph rules learned through distant supervision
[{"from": "human", "value": "I am writing a research paper on a idea Literature mining of protein-residue associations with graph rules learned through distant supervision"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Background#R##N# propose a method for automatic extraction of protein-specific residue mentions from the biomedical literature. The method searches text for mentions of amino acids at specific sequence positions and attempts to correctly associate each mention with a protein also named in the text. The methods presented in this work will enable improved protein functional site extraction from articles, ultimately supporting protein function prediction. Our method made use of linguistic patterns for identifying the amino acid residue mentions in text. Further,  applied an automated graph-based method to learn syntactic patterns corresponding to protein-residue pairs mentioned in the text.  finally present an approach to automated construction of relevant training and test data using the distant supervision model."}]