--by Suki
1. As the capability of facilitating the…
1、由于其有利于……
2. …refers to…; …aims to…/ …, aiming to…; The aim/purpose/goal of…is (that)…;
2、……是指……（常用于解释其含义）；……旨在……；……的目的是……
3. …has been widely applied in/…has found wide applications in many domains, including in …
3、……已广泛应用于诸多领域，包括……
4. …is currently attracting increasing attention.
4、……目前正引起越来越多的关注。
5. It has poor/weak ability to…; It does not have enough ability to…; It has underperformed robustness in responding to…
5、其处理……的性能很差/不足；其对……的响应性能不佳。
6. to improve/enhance/boost the ability/capability/performance of…
6、为了提高/提升/增强……方面的能力/性能
7. This leads to many challenges of…
7、这导致……面临许多挑战。
8. It is vital to find a way which…
8、找到一种……的方法是至关重要的。
9. Existing methods/work in the literature…; There exist some … methods in the literature
9、文献中的现有方法……
10. …has made considerable/significant contributions to the development of…
10、……对……的发展做出了显著的贡献。
11. With the rapid development of…
11、随着……的快速发展，……
12. …has been making significant/great progress during the past years.
12、在过去的几年里，……取得了重大的进步。
13. These methods refer to a range of aspects, such as…
13、这些方法涉及诸多方面，例如……
14. …enable high efficiency in v+ing…
14、……能够高效地做……
15. … do A instead of/rather than doing B.
15、……做A，而不是做B。
16. to deal with/tackle/solve/address/handle this issue/problem; to overcome/conquer this drawback/limitation/disadvantage; to eliminate/reduce/suppress the impact of …
16、为了解决该问题；为了克服这一缺点/局限；为了消除/降低/抑制……的影响
17. The formula can be presented/written as Eq. (); …, with the function presented as Eq. (); … can be obtained/derived/computed/calculated as Eq. ()
17、如式()所示；可由式()所得……
18. As presented/shown/illustrated in Fig., …
18、如图所示，……
19. It is shown that/It can be observed that/It can be seen that…
19、可以得出……
20. The paper’s key contributions are summarised as follows.
20、文章的主要贡献总结如下。
21. Extensive experiments are conducted/performed/carried out on … datasets.
21、在……数据集上进行了广泛的实验。
22. A group of ablation experiments are conducted to evaluate the performance of the proposed method.
22、进行了一组消融实验，以验证所提方法的性能。
23. The experimental results demonstrate/show that…
23、实验结果表明……
24. The proposed method has achieved improved performance as compared to/compared with some of the state-of-the-art methods in the literature.
24、与文献中一些最新方法相比，所提方法/网络的性能得以提升。
25. The performance of the proposed method outperforms that of the compared method/the control group/the counterpart on the benchmark dataset significantly/considerably/obviously/drastically/by a large margin.
25、所提方法的性能在基准数据集上显著地/大幅度超过了对比方法/对照组。
26. The performance of the method arrives at/reaches the peak point.
26、方法的性能达到峰值。
27. The result/accuracy increases/rises/ascends/goes up/is up by xx%; The improvement/gain/increase of accuracy is xx%; The performance is further improved, with increase of accuracy by xx %.
27、实验结果/识别率增加了xx%；性能进一步提高，识别率增加了xx%。
28. under…situation; in this scenario
28. 在……情况下；在这种情况下
29. This condition is equivalent to…
29、其条件等同于……
30. That is to say, …; …, namely…
30、换言之……；……，即……（用于同一事物的不同描述或不同名称）
31. From the perspective of…, …
31、从……角度去看，……
32. To elaborate/Specifically, …
32、具体而言，……
33. use/utilise/adopt/exploit/leverage/employ/ apply
33、利用，采用，应用
34. …concentrates on/focuses on/pays attention to v+ing…
34、……专注于……
35. …denotes/indicates/represents/…
35、……代表/表示……
36. …, which…
36、which部分为非限定性定语从句，对主句进一步描述或解释。which相当于It，代替整个主句。（例句：The constraint is imposed on the feature space, which facilitates to improve the discriminative ability of features. 在特征空间施加一个约束，其有利于提高特征的辨别性。）
37. …while…
37、用while连接两个句子，有对比含义。一方面……，而另一方面……
38. On account of…; Due to…; As…; Because of…; This attributes to…; Owning to…; Since…; …is caused by…; That is because…; The main reason causing such behaviour is that…
38、表原因
39. …so that…; …, thus v+ing…; …, resulting in v+ing…; As a consequence, …
39、表结果
40. In addition; Additionally; Also; Besides; More over; Furthermore
40、表递进
41. But; However
41、表转折