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