Automated Few-Shot Classification with Instruction-Finetuned Language Models.
Rami AlyXingjian ShiKaixiang LinAston ZhangAndrew Gordon WilsonPublished in: EMNLP (Findings) (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- n gram
- context sensitive
- statistical language models
- language modelling
- retrieval model
- probabilistic model
- information retrieval
- classification accuracy
- image classification
- query expansion
- pattern recognition
- text classification
- speech recognition
- test collection
- language models for information retrieval
- smoothing methods
- machine learning
- decision trees
- feature selection
- multimedia
- feature space
- training set
- okapi bm
- retrieval effectiveness
- relevance model
- cross language information retrieval
- feature vectors