Focused Contrastive Loss for Classification With Pre-Trained Language Models.
Jiayuan HeYuan LiZenan ZhaiBiaoyan FangCamilo ThorneChristian DruckenbrodtSaber A. AkhondiKarin VerspoorPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- language model
- language modeling
- pre trained
- probabilistic model
- document retrieval
- pattern recognition
- classification accuracy
- retrieval model
- n gram
- statistical language models
- machine learning
- speech recognition
- query expansion
- language modelling
- supervised learning
- test collection
- training data
- decision trees
- information retrieval
- document ranking
- feature space
- support vector
- feature selection
- computer vision
- relevance model
- language models for information retrieval
- neural network
- smoothing methods
- training samples
- generative model
- text classification
- feature vectors
- training set