2.2. Motivation

Describe the motivation behind your selected task.

Broad Impacts

If the selected task has been popular in recent years, highlight its prevalence and reference recent seminal works related to the study:

TASK has recently gained lots of interests because REASONS (CITATIONS).

You may want to make separate citations per reason if appropriate e.g., REASON 1 (CITATIONS), REASON 2 (CITATIONS)

If the selected task is new or has not been widely recognized in recent times, explain its significance and cite relevant works that provide evidence of its importance:

TASK is important because REASONS (CITATIONS), yet it has been underexplored.

What are the advantages and disadvantages of opting for novel tasks compared to popular ones? Should you ever choose tasks that are neither novel nor popular?

Intellectual Merit

Identify the challenges present in this task that you aim to enhance, and provide citations to previous works that have addressed these challenges:

Despite the great advancement, CHALLENGE is challenging because REASONS (CITATIONS).

The scope of references here should encompass a broader range than the ones cited in the Related Work section.

Concisely describe the major approaches that have been developed to tackle these challenges and cite the corresponding works:

Several stuides have proposed APPROACH to overcome this issue (CITATIONS).

It should serve as an overarching description of previous works that have employed similar approaches.

Explain the limitations associated with those approaches.:

However, it is still limited by REASONS.

If your work addresses multiple challenges, you may consider dedicating a paragraph to each challenge, where each paragraph follows all the steps outlined in this section.

Finding the most relevant works at this stage is strongly advised, especially considering the limited timeframe to complete the Related Work section, which should be used to understand the work rather than to explore additional sources.