Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks.
Manuel V. LoureiroSteven DerbyTri Kurniawan WijayaPublished in: LREC/COLING (2024)
Keyphrases
- language model
- neural network
- information retrieval
- language modeling
- probabilistic model
- topic models
- n gram
- speech recognition
- test collection
- document retrieval
- language modelling
- named entities
- query expansion
- keywords
- retrieval model
- context sensitive
- latent dirichlet allocation
- topic modeling
- document set
- clustering algorithm
- language models for information retrieval
- text documents
- relevance assessments
- smoothing methods
- pseudo feedback
- statistical language models