Papers Job Prediction
“Job Prediction” 태그가 달린 논문 5편 · 필터 해제
LABOR-LLM: Language-Based Occupational Representations with Large Language Models
Vafa et al. (2024) introduced a transformer-based econometric model, CAREER, that predicts a worker's next job as a function of career history (an "occupation model"). CAREER was initially estimated ("pre-trained") using…
In-Context LearningJob PredictionLanguage ModelingLanguage Modelling+5Job Title Prediction from Tweets Using Word Embedding and Deep Neural Networks
The more social media take its place in our lives; the more critical their analysis becomes and the more researchers’ attention is drawn to it. Studies contain various topics such as sentiment analysis, trend prediction,…
Job PredictionPredictionTwitter Event DetectionWikipedia SummarizationJob Prediction: From Deep Neural Network Models to Applications
Determining the job is suitable for a student or a person looking for work based on their job's descriptions such as knowledge and skills that are difficult, as well as how employers must find ways to choose the candidat…
Job classificationJob PredictionWord EmbeddingsIncorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction
The 2017 ASSISTments Data Mining competition aims to use data from a longitudinal study for predicting a brand-new outcome of students which had never been studied before by the educational data mining research community…
Job PredictionKnowledge TracingWhat the Language You Tweet Says About Your Occupation
Many aspects of people's lives are proven to be deeply connected to their jobs. In this paper, we first investigate the distinct characteristics of major occupation categories based on tweets. From multiple social media …
ClusteringJob PredictionMarketing