Template-based Recruitment Email Generation For Job Recommendation
This addresses a niche problem for recruiters in job recommendation, but it is incremental as it applies an existing method to a new domain.
The paper tackles the problem of automatically generating recruitment emails for job recommendation, a previously understudied task, by proposing a template-based solution for Danish jobs, with evaluation showing it is effective.
Text generation has long been a popular research topic in NLP. However, the task of generating recruitment emails from recruiters to candidates in the job recommendation scenario has received little attention by the research community. This work aims at defining the topic of automatic email generation for job recommendation, identifying the challenges, and providing a baseline template-based solution for Danish jobs. Evaluation by human experts shows that our method is effective. We wrap up by discussing the future research directions for better solving this task.