Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science.
Yida MuBen P. WuWilliam ThorneAmbrose RobinsonNikolaos AletrasCarolina ScartonKalina BontchevaXingyi SongPublished in: LREC/COLING (2024)
Keyphrases
- language model
- social sciences
- language modeling
- speech recognition
- probabilistic model
- classification accuracy
- retrieval model
- document retrieval
- test collection
- text classification
- vector space model
- n gram
- query expansion
- machine learning
- image classification
- web search
- hidden markov models
- computer science
- feature selection