Diversity-Aware Ensembling of Language Models Based on Topological Data Analysis.
Polina ProskuraAlexey ZaytsevPublished in: CoRR (2024)
Keyphrases
- language model
- data analysis
- classifier ensemble
- language modeling
- n gram
- document retrieval
- speech recognition
- information retrieval
- probabilistic model
- query expansion
- language modelling
- retrieval model
- data mining
- ad hoc information retrieval
- statistical language models
- context sensitive
- document ranking
- test collection
- term dependencies
- pseudo relevance feedback
- language models for information retrieval
- smoothing methods
- machine learning
- document length
- named entity recognition
- translation model
- query terms
- information retrieval systems
- language model for information retrieval