学术论文写作第二次作业

一、简要综述以往和现在研究：

• 某方法被认为如何如何：known as；It is generally acknowledged that；but do not currently perform as well as; These are known as ....，briefly introduce；is useful for;would help to improve;
• 某方法很重要：is a key issue in，bring great benefits for, is efficient enough to，improves the performance，imply the effectiveness of；an important role in ,  improves the performance；be of great importance, of much concern；had a significant impact on the，achieve excellent performance；essential, paramount；
• 大量研究：abundant, a sea of, a host of, immense amounts of, plentiful；the tremendous amount of；
• 少量研究： a few, a small amount；
• “揭示”“表明”：have proved to be,opening doors to；draw out；
• 导致，造成：make it possible to; give rise to , result in, bring about；account for
• 花式夸过往研究：achieved great success in，achieve excellent performance；have recently enjoyed a great success in；beats the original model by a significant margin, improves upon the best known results on ；has proved particularly fruitful, delivering state-of-the-art results in; have gained attention in recent years with the dramatic improvements in;continue to improve，The pioneer work can be traced to；
• 越来越受到关注：have gained attention ；have also seen a recent revival; get more and more attention；

二、重点回顾与本工作相关的研究：

• 有相关性：compared to；the relevance of；there is a correlation between…；be interrelated;be bound up with；
• 下结论，因此：we have shown that;  come to a conclusion；is the conclusion of the paper；outwardly；for this reason; so;
• 举例： for example;give an example, citing, illustrate；
• 解释原因：account for, interpretation, explain；on account of；
• 引起注意的连接词：specifically, essentially； however , importantly；notoriously, carefully, dramatically, specifically, note that ；one shortcoming of; as illustrated in; as far as；In a nutshell；Mainly，It should be noted that，especially, outwardly, in a sense；

三、以往工作的不足：

• 转折：this way；however；but, nonetheless, whereas
• 过去的观点：existing methods；
• 研究不足：suffer from a critical limitation； has so far been disappointing；An unanswered question；holds much promise,the unreliability of ； is a major factor hindering；the main drawback of；much room for improvement;；
• 需要继续探索： it has so far made little impact on; 
• 与之相反：instead of ,in contrast；on the contrary；
• 链接连词：otherwise，subsequently, in other words；as well as；in particular; no standard way of；likewise；followed by;thus;
• 已有工作的评述：an effective way,commendably, praiseworthy；incomplete；

四、回到本研究中来

• 研究目的：to answer this question ，to achieve better accuracy；in order to；the research goal is to；for a simplified consideration；propose a system to；
• 在本研究中：the question that inspired this paper was; we focus on; the herein proposed method；
• 研究的一系列“动作”：apply our method to；come up with ，promote；adapt, exceed；we also present an enhancement to recently introduced; We develop an algorithm that；
• 解决问题：overcome the drawbacks；to address this, to accomplish this；have proved so effective in; Central to the study of this subject are ...，There have been many attempts to；to address this problem；
• 研究价值展望：another interesting direction would be to

五、常用句式：

This paper proceeds as follow.
The structure of the paper is as follows.
But there are several caveats that one has to consider.
The rationality of the analytical method is validated.
In this paper, we shall first briefly introduce …… and related concepts.
This approach has the potential to be applied to ...
In the last years,spurred by to the large amount of ..., ...have been shown to outperform the state-of-the-art in ...
In order to focus on the effects of our proposed architecture, the expriments .....
Based on recent advances of ....., we carefully design .....
A straightforward strategy to ... is to use ...
Our main contributions are summarized as follows.
In this paper, we propose an algorithm that
Our method jointly addresses a number of problems that
Unlike previous methods,…
We would like to highlight our advantages compared to this approach as below:
The rest of the paper is organised as follows.
where they achieve state-of-the-art results
which to our knowledge is the best..........
which is feasible due to the use of ..........
We refer to this phenomenon as…
Our method draws its strength from…
We further conjecture that…
The current reported best results on…
It is based on…
To answer this question we introduce...
... have a long history in ..., usually in combination with ...
Instead of ..., it is possible to ...
However it has so far made little impact on ...
One shortcoming of ... is that ...
An improvement introduced in this paper is to...
We find that the model exceeds...
In this paper, we propose an algorithm that
There are two important points to note here.
Unlike previous methods,…
This paper proceeds are as follows.
The main drawback of the …… is that, because of …… ，as it requires the …….
… is certainly the state-of-the-art approach for the …… of …… fields
While ……, such as ……, are emerging, research in this domain remains scarce
which are necessary for这是......所必需的
We propose a new framework for 我们提出了一个.....框架
In this paper, we focus on the need for在这篇文章中，我们关注的是
to begin with we will provide a brief background on the首先，我们将简要介绍
Not only is this method extremely easy to implement, but we also demonstrate that it can be used in conjunction with existing forms of data augmentation and other regularizers to further improve model performance. 这种方法不仅非常容易实现，而且我们还证明它可以与现有的数据增强形式和其他正则化器结合使用，以进一步提高模型性能。
We show that we obtain the most precise results to date, also with less user input, in an extensive and varied selection of benchmarks and datasets.我们表明，我们在广泛和多样的基准和数据集选择中获得了迄今为止最精确的结果，而且用户输入也较少.
We demonstrate that our network is able to localize the discriminative image regions on a variety of tasks despite not being trained for them.我们证明了我们的网络能够在不同的任务中定位不同的图像区域，尽管没有经过训练。
In particular, the proposed approach is able to match the sample quality (as measured by FID) of the current state-of-the art conditional model BigGAN on ImageNet using only 10% of the labels and outperform it using 20% of the labels.特别地，所提出的方法仅使用10%的标签就能够在imagenet上匹配当前最先进的条件模型biggan的样本质量（由fid测量），并且优于使用20%的标签。