Zero-shot Topical Text Classification with LLMs - an Experimental Study.
Shai GretzAlon HalfonIlya ShnaydermanOrith Toledo-RonenArtem SpectorLena DankinYannis KatsisOfir ArvivYoav KatzNoam SlonimLiat Ein-DorPublished in: EMNLP (Findings) (2023)
Keyphrases
- text classification
- topic modeling
- text categorization
- text mining
- feature selection
- text data
- machine learning
- naive bayes
- topic models
- topic specific
- document classification
- labeled data
- n gram
- bag of words
- text documents
- sentiment analysis
- text classifiers
- sentiment classification
- text classification tasks
- multi label
- knn
- semantic features
- data cleaning
- keywords
- unlabeled data
- image classification
- co occurrence
- training set
- training documents
- short texts