英文论文写作总结

总结论文中常见的,优美的句式和用词。长期更新

提出

present a model that
例句:we present a model that generates natural language descriptions of images and their regions.

develop
例句:we develop a deep neural network model that …

introduce
例句:we introduce a multimodal rnn achitecture that …

目标

take a step towards the goal
例句:in this work, we strive to take a step towards the goal of generating dense descriptions of images.

our core insight
例句:our core insight is that we can leverage these large image-sentence datasets by treating sentences as weak labels.

说明

describe
例句:we then describe a multimodal recurrent neural network architecture
demonstrate
例句:we demonstrate that our alignment model produces state of the art results in retrieval experiments on flickr8k.

利用

leverage
英解:to use something that you already have in order to achieve something new or better
例句:our approach leverages datasets of images and their sentence descriptions to learn about the inter-model correspondences between language and visual data.

创新

novel
例句:our alignment model is based on a novel combination of …

pioneering
例句:some pioneering approaches that address the challenge of generating image descriptions have been developed.

好效果

produces state of the art results
例句:we demonstrate that our alignment model produces state of the art results in retrieval experiments on flickr8k.

outperform
例句:we then show that the generated descriptions significantly outperform retrieval baselines on both full images and on a new dataset.

surpass
例句:we validate the effectiveness of this approach on image-sentence retrieval experiments in which we surpass the state-of-the-art.

大量

an immense amount of
例句:a quick glance at an image is sufficient for a human to point out and describe an immense amount of details about the visual scene.

a enormous amount of
例句:they are vastly restrictive when compared to the enormous amount of rich descriptions that a human can compose.

极好地

significantly
例句:we then show that the generated descriptions significantly outperform retrieval baselines on both full images and on a new dataset.

remarkable
例句: this remarkable ability has proven to be an elusive task for our visual recognition models.

难以达到

elusive
英解: difficult to describe, find, achieve, or remember
例句: this remarkable ability has proven to be an elusive task for our visual recognition models.

局限

vastly restrictive
例句:they are vastly restrictive when compared to the enormous amount of rich descriptions that a human can compose.

imposes limits on
例句:However, these models often rely on hard-coded visual concepts and sentence templates, which imposes limits on their variety.

挑战

primary challenge
例句:the primary challenge towards this goal is in the design of a model that is …

验证

evaluate
例句:we evaluate its performance on a new dataset.

常用连词

additionally

附注

使用acm proceeding template时,即使删掉第一页的脚注和copyright也依然有部分空白。处理方法是
在\begin{document}下添加如下几行
\makeatletter
\def\@copyrightspace{\relax}
\makeatother

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