Curriculum Recommendations Using Transformer Base Model with InfoNCE Loss And Language Switching Method.
Xiaonan XuBin YuanYongyao MoTianbo SongShulin LiPublished in: CoRR (2024)
Keyphrases
- statistical model
- mathematical model
- probabilistic model
- similarity measure
- objective function
- cost function
- parameter estimation
- sensitivity analysis
- study proposes
- high order
- prior knowledge
- bayesian framework
- optimization method
- evaluation method
- classification method
- theoretical analysis
- em algorithm
- hybrid method
- detection method
- hybrid model
- network model
- high level
- input data
- monte carlo simulation
- markov model
- reconstruction method
- recommendation algorithms
- conceptual model
- test data
- energy function
- computational model
- support vector machine
- dynamic programming
- language learning
- recognition algorithm
- tree structure
- regression analysis
- recommender systems
- significant improvement
- k means