Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction.
Boqi ChenFandi YiDániel VarróPublished in: CoRR (2023)
Keyphrases
- language model
- fine tuning
- language modeling
- n gram
- probabilistic model
- document retrieval
- speech recognition
- fine tune
- information retrieval
- language modelling
- viable alternative
- retrieval model
- query expansion
- test collection
- statistical language models
- context sensitive
- language models for information retrieval
- ad hoc information retrieval
- smoothing methods
- vector space model
- document ranking
- pseudo relevance feedback
- query terms
- translation model
- document length
- okapi bm
- search engine
- query specific
- machine learning
- cross lingual
- retrieval effectiveness
- feature selection
- language modeling approaches
- language model for information retrieval