Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling.
Yida MuChun DongKalina BontchevaXingyi SongPublished in: LREC/COLING (2024)
Keyphrases
- language model
- language modeling
- n gram
- document level
- probabilistic model
- document retrieval
- information retrieval
- speech recognition
- test collection
- query expansion
- statistical language models
- language modelling
- retrieval model
- language model for information retrieval
- expert finding
- smoothing methods
- topic models
- vector space model
- context sensitive
- query terms
- ad hoc information retrieval
- translation model
- document ranking
- okapi bm
- passage retrieval
- information retrieval systems
- term dependencies
- news articles