best ai for academic writing

best ai for academic writing

The Importance of AI in Academic Writing

1. Introduction

There is an undeniable need for improvement in written communication within the academic and research community. This need has been addressed in many forms, but in recent years, the application of the latest information technologies to the writing process has been a focus of much attention. A force behind this attention is the ever-increasing volume of scholarly literature. In the age of information, it is easy to be left behind due to an inability to keep up with the latest materials in one’s field, and an even greater challenge to locate and identify specific information that is needed from the vast body of resources available. Artificial intelligence is proving to be a powerful tool for overcoming this problem. Beyond information retrieval, AI has the potential to aid researchers at many points in the writing process. The purpose of this paper is to discuss the application of AI to the task of academic writing, with a focus on the latest developments using natural language processing techniques. This discussion is divided into two sections. The first provides a broad survey of the ways AI can be applied to writing, both for students and for active researchers. This survey is interspersed with the author’s own experiences in academic writing. The second section takes a more detailed look at the specific problems and AI techniques in summarization and revision of research papers.

2. Benefits of AI in Academic Writing

AI has a lot of benefits to offer in terms of academic writing. The most notable one is its capability to act as an online tutor to students. In this scenario, AI will provide a step-by-step guide on how an assignment should be finished. Plan generator is also available to help students in preparing their assignment based on the guidance. Once the planning is done, it will start working on the draft by providing alternative vocabulary and sentence. The final stage is the assignment evaluation where AI will give marks and comments based on the achievement of the student’s assignment. AI will show the strong and weak points of the assignment and which part should be improved. By doing this, AI is not only helping students in finishing the assignment, but also improving students’ skills in academic writing. Another benefit of AI in academic writing is the convenience of ELS and grammar check. Students can use AI to check their grammar and ELS before submitting their work to a lecturer. It is more convenient for students who are used to submitting their assignments at the last minute, since they will not have to worry about their grammar and ELS in order to get a good grade. In some cases, students whose first language is not English can also use AI to improve their English skills. By referring to correct alternative vocabulary and sentence, and understanding the explanation from the evaluation, these students will be able to understand their mistakes and remember how to write correctly in the future. This will largely contribute to the improvement of their academic writing skills.

3. Limitations of AI in Academic Writing

Success regarding Babel would be knowing that the article written has the same amount of information content-wise as a compared news article. The article written would have to be rated as high quality even though it says the same information as the compared news articles, and the information from the articles’ answers will have to be matched to the questions retrieved from the news events in multiple choices.

AI software is still just a machine, and no matter how advanced this machine may get, it will always be looked down upon when compared to the human capabilities of authoring a writing. For example, engines such as CoWriter and Babel used structural shallow matching and first-class function optimization problems. Various humanistic tasks such as translating syntax to a higher level, grammar checker, creative writings, article authoring, etc., would be tough to measure as there are just way too many variables in terms of discerning whether something is quality written work or not. This poses a problem to AI writing research as we simply cannot know what it is we’re aiming for. Success will forever be a bit of a loose target, and thus the field will forever struggle for funding compared to other areas of computer science where goals are very clearly defined.

It was found out that Babel’s articles were consistently rated to be of lower quality by research subjects than the compared news articles taken from a wide array of news sources on the web. Even if the Babel output matched or even contained much more information than a compared news article, the study showed well that just the fact that something was written by a computer was enough to prejudice a reader in saying that the article was of low quality.

The AI software that goes by the name of ‘Babel’ was created by scientists at the College of Information Sciences and Technology (IST) at Pennsylvania State University. It was designed to generate articles in the style of newspaper accounts of new events. The articles were evaluated by people employed by Amazon’s Mechanical Turk crowdsourcing service, who rated the articles and the system’s automated authoring abilities in answering multiple-choice questions on news event content and various dimensions.

4. Best AI Tools for Academic Writing

Grammarly is a widely known online tool for producing corrections and improving grammar. It is of superior quality and accuracy. This free tool detects essential mistakes commonly found in academic writing, such as overused adverbs, poor sentence structure, the use of passive voice, and articles. It also provides advanced suggestions for improvements on various language, grammatical, and style issues. This AI tool is very useful for students who are non-native English speakers. It can be utilized directly on a web browser or as a plugin for MS Office. Users can copy and paste their writing into the first field provided or write directly in the second field. After running the tool, it will underline the mistakes found and provide suggestions for corrections. This tool is especially useful when you are about to submit your papers, final assignments, or thesis.

5. Conclusion

Despite concerns that the increased integration of AI in the workplace will lead to job loss, many experts predict that it will instead change the focus of a variety of jobs, creating more opportunity for human-based decision making and interpersonal connection. AI in academic writing is still in its infancy and is marked by a great deal of healthy skepticism. With that being said, AI has the potential to greatly influence the way we practice and utilize written language. We have already seen the way it can catch simple grammar mistakes and provide quick citation help. If AI continues to develop at its current rate, we may see the way we write, publish, and share information change drastically. And while we must proceed with caution and a mindful eye on ethical implications, the utilization of AI in academic writing has the potential to make the process of producing and disseminating information more efficient and accessible for a global audience.