1. Check the benchmark: Have you neglected any methods recently?
2. Control variable check: Have you tested every part of the pipeline?
3. Check the data: Are there any known data sets not mentioned in the experimental results? Perhaps, the missing data sets have a common feature, which is to point out the writing papers of the proposed method.
Some suggestions for writing a qualified paper;
1, the overall idea of the paper: the problem should be challenged, the model should be innovative, the realization should be accurate, and the experiment should be in-depth.
2. Typical structure of natural language processing papers: abstract, introduction, related work, methods, experiments and conclusions. Each part should do its own job, and clearly and accurately describe the innovation, technical ideas, algorithm details and verification results of the results to academic colleagues.
3. Introduction is a comprehensive introduction to the whole work, and it is the key to decide whether a paper can be hired. Overview: introduce the research task and significance; Then the existing methods are briefly introduced. Then, the key challenges faced by existing methods are explained. In view of these challenges, what innovative ideas and specific methods are put forward in this paper; Finally, the experimental results verify the effectiveness of this method.
The abstract can be regarded as a brief introduction to the introduction. The simplest way is to simplify the 1-2 sentences in each part of the introduction and form a summary.
5. Related work mainly introduces the tasks and methods of this paper, aiming at highlighting the innovative value of this work by combing the existing work. Sorting out the existing works should not be a simple introduction to each work, but a summary, classification, analysis, or division according to the time development order or technical route.
6. In the method part, the specific details of this innovative method are introduced in detail. Because it involves very difficult details, it adopts the "total-sub" structure to introduce it.
7. The specific details related to the experiment should be introduced in detail in the experiment section. Generally, the basic information such as experimental data, evaluation criteria and comparison methods are introduced first.
8. At the end of the paper, there will be a summary and prospect. Generally, a paragraph will be used to summarize and emphasize the innovative ideas and experimental results of this paper again, and then explain the research direction and open problems put forward in the future. This part is relatively fixed. A little attention, in the final stage of preparing the paper, if you find what you should do in the paper, you can write the future work of this paper.