A distant supervision method based on paradigmatic relations for learning word embeddings.
Jianquan LiRenfen HuXiaokang LiuPrayag TiwariHari Mohan PandeyWei ChenBenyou WangYaohong JinKaicheng YangPublished in: Neural Comput. Appl. (2020)
Keyphrases
- high accuracy
- prior knowledge
- learning algorithm
- learning scheme
- detection method
- probabilistic model
- significant improvement
- learning process
- preprocessing
- unsupervised learning
- clustering method
- active learning
- pairwise
- online learning
- segmentation method
- background knowledge
- semantic parser
- cost function
- high dimensional
- language model
- neural network
- semantic relatedness