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二是突出做强国内大循环。在外部环境复杂严峻的情况下,必须坚持扩大内需这个战略基点。《纲要(草案)》着眼增强国内大循环内生动力和可靠性,坚持惠民生和促消费、投资于物和投资于人紧密结合,大力提振消费,促进居民消费率明显提高,扩大有效投资。着眼充分释放我国超大规模市场红利,纵深推进全国统一大市场建设,破除地方保护和市场分割。着眼增强高质量发展动力,充分激发各类经营主体活力,加快完善要素市场化配置体制机制。着眼畅通国内国际双循环,统筹用好全球要素和市场资源。

Identify the core contribution. Before you start writing anything it’s important to identify the single core contribution that your paper makes to the field. I would especially highlight the word single. A paper is not a random collection of some experiments you ran that you report on. The paper sells a single thing that was not obvious or present before. You have to argue that the thing is important, that it hasn’t been done before, and then you support its merit experimentally in controlled experiments. The entire paper is organized around this core contribution with surgical precision. In particular it doesn’t have any additional fluff and it doesn’t try to pack anything else on a side. As a concrete example, I made a mistake in one of my earlier papers on video classification where I tried to pack in two contributions: 1) a set of architectural layouts for video convnets and an unrelated 2) multi-resolution architecture which gave small improvements. I added it because I reasoned first that maybe someone could find it interesting and follow up on it later and second because I thought that contributions in a paper are additive: two contributions are better than one. Unfortunately, this is false and very wrong. The second contribution was minor/dubious and it diluted the paper, it was distracting, and no one cared. I’ve made a similar mistake again in my CVPR 2014 paper which presented two separate models: a ranking model and a generation model. Several good in-retrospect arguments could be made that I should have submitted two separate papers; the reason it was one is more historical than rational.

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