Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  describe a technique to improve named entity recognition in a resource-poor language (Hindi) by using cross-lingual information.  use an on-line machine translation system and a separate word alignment phase to find the projection of each Hindi word into the translated English sentence.  estimate the cross-lingual features using an English named entity recognizer and the alignment information.  use these cross-lingual features in a support vector machine-based classifier. The use of cross-lingual features improves F 1  score by 2.1 points absolute (2.9% relative) over a good-performing baseline model.
['Sandipan Dandapat', 'Andy Way']
I am writing a research paper on a idea Improved Named Entity Recognition using Machine Translation-based Cross-lingual Information
[{"from": "human", "value": "I am writing a research paper on a idea Improved Named Entity Recognition using Machine Translation-based Cross-lingual Information"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  describe a technique to improve named entity recognition in a resource-poor language (Hindi) by using cross-lingual information.  use an on-line machine translation system and a separate word alignment phase to find the projection of each Hindi word into the translated English sentence.  estimate the cross-lingual features using an English named entity recognizer and the alignment information.  use these cross-lingual features in a support vector machine-based classifier. The use of cross-lingual features improves F 1  score by 2.1 points absolute (2.9% relative) over a good-performing baseline model."}]