Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction.
Boqi ChenFandi YiDániel VarróPublished in: MoDELS (Companion) (2023)
Keyphrases
- language model
- fine tuning
- language modeling
- probabilistic model
- n gram
- viable alternative
- document retrieval
- fine tune
- information retrieval
- speech recognition
- retrieval model
- language modelling
- statistical language models
- query expansion
- fine tuned
- document ranking
- vector space model
- test collection
- pseudo relevance feedback
- translation model
- smoothing methods
- term dependencies
- context sensitive
- word error rate
- ad hoc information retrieval
- relevant documents