Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Machine reading calls for programs that read and understand text, but most current work only attempts to extract facts from redundant b-scale corpora. ,  focus on a new reading comprehension task that requires complex reasoning over a single document. The input is a paragraph describing a biological process, and the goal is to ansr questions that require an understanding of the relations beten entities and events in the process. To ansr the questions,  first predict a rich structure representing the process in the paragraph. Then,  map the question to a formal query, which is executed against the predicted structure.  demonstrate that ansring questions via predicted structures substantially improves accuracy over baselines that use shallor representations.
['Jonathan Berant', 'Vivek Srikumar', 'Pei-Chun Chen', 'Abby Vander Linden', 'Brittany N. Harding', 'Brad Huang', 'Peter Clark', 'Christopher D. Manning']
I am writing a research paper on a idea Modeling Biological Processes for Reading Comprehension
[{"from": "human", "value": "I am writing a research paper on a idea Modeling Biological Processes for Reading Comprehension"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Machine reading calls for programs that read and understand text, but most current work only attempts to extract facts from redundant b-scale corpora. ,  focus on a new reading comprehension task that requires complex reasoning over a single document. The input is a paragraph describing a biological process, and the goal is to ansr questions that require an understanding of the relations beten entities and events in the process. To ansr the questions,  first predict a rich structure representing the process in the paragraph. Then,  map the question to a formal query, which is executed against the predicted structure.  demonstrate that ansring questions via predicted structures substantially improves accuracy over baselines that use shallor representations."}]