In this task, you will be presented with a context from an academic paper and a question separated with a
. You have to answer the question based on the context.
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Question: The ensembles were formed by simply averaging the predictions from the constituent single models.
Question: How does their ensemble method work?

Answer: simply averaging the predictions from the constituent single models

Question: For English dataset, we crawl 687 cybersecurity articles from a collection of advanced persistent threats (APT) reports which are published from 2008 to 2018.
Question: Where are the cybersecurity articles used in the model sourced from?

Answer: from a collection of advanced persistent threats (APT) reports which are published from 2008 to 2018

Question: The main contribution of our work is thus a new parallel data-to-text NLG corpus that (1) is more conversational, rather than information seeking or question answering, and thus more suitable for an open-domain dialogue system, (2) represents a new, unexplored domain which, however, has excellent potential for application in conversational agents, and (3) has high-quality, manually cleaned human-produced utterances.
Question: How the authors made sure that corpus is clean despite being crowdsourced?

Answer:
manually cleaned human-produced utterances