In this task, you will be presented with a context from an academic paper and you have to write an answerable question based on the context. Your questions can be extractive, abstractive, or yes-no questions.
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Question: This framework has potential applications when comparing different gold standards, considering the design choices for a new gold standard and performing qualitative error analyses for a proposed approach.

Answer: Have they made any attempt to correct MRC gold standards according to their findings? 


Question: However, what we did was more than this, and we also achieved great results on the second-level and third-level senses for the sake of our self-demand for high-quality, finally achieving agreement of 0.85 and Kappa value of 0.83 for these two deeper levels of senses.

Answer: How high is the inter-annotator agreement?


Question: We evaluate three models of the image attention mechanism INLINEFORM0 of equation EQREF11 . Soft attention Hard Stochastic attention Local Attention

Answer:
Which attention mechanisms do they compare?