Financial text often covers several companies at once. How would you find the main companies, extract the passages about each, and strip boilerplate?
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Financial text such as news and research reports often covers several companies at once. How would you (1) identify the companies that are the main subject of a text, (2) extract, for each of them, the passages that discuss it, and (3) strip out non-essential material such as boilerplate and disclaimers? Describe the method, the implementation and the compute it needs, compare alternative approaches, and name the main difficulties and bottlenecks.
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