Enhancing Scientific Document Simplification through Adaptive Retrieval and Generative Models.
Artemis ÇapariHosein AzarbonyadZubair AfzalGeorgios TsatsaronisPublished in: CLEF (Working Notes) (2024)
Keyphrases
- generative model
- retrieval systems
- information retrieval
- information retrieval systems
- document retrieval
- probabilistic model
- structured documents
- mixture model
- discriminative models
- discriminative learning
- conditional random fields
- topic models
- hierarchical hidden markov models
- relevance feedback
- prior knowledge
- document collections
- generative and discriminative models
- text documents
- retrieval model
- vector space model
- document classification
- latent dirichlet allocation
- query terms
- relevant documents
- em algorithm
- semi supervised
- pairwise
- generative process
- maximum entropy principle
- image retrieval
- query expansion
- tf idf
- semi supervised learning
- term frequency
- graphical models
- expectation maximization