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This was largely due to the absence of available labelled data for the task.
This is changing, however, with the growing popularity of Community Question Answering (CQA) websites, such as Quora, Yahoo! These websites provide natural labelled data allowing us to apply machine learning techniques.
The task of Question Answering (QA) is arguably one of the oldest tasks in Natural Language Processing, attracting high levels of interest from both industry and academia.
However, most research has focused on factoid questions, e.g. In contrast, research on answering non-factoid questions, such as manner, reason, difference and opinion questions, has been rather piecemeal.
In the second part of the thesis we address the task of answer ranking, i.e.
determining how suitable an answer is for a given question.
It also received 25 testimonials from readers, earning it our reader-approved status. Whether you’re writing a short essay or a doctoral dissertation, your thesis statement can be one of the trickiest sentences to formulate.
Fortunately, there are some basic rules you can follow to ensure your thesis statement is effective and interesting, including that it must be a debatable analytical point, not a general truism.