Can Small Language Models With Retrieval-Augmented Generation Replace Large Language Models When Learning Computer Science?
Suqing LiuZezhu YuFeiran HuangYousef BulbuliaAndreas BergenMichael LiutPublished in: ITiCSE (1) (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- language modeling
- information retrieval
- query expansion
- test collection
- ad hoc information retrieval
- language models for information retrieval
- statistical language models
- speech recognition
- query terms
- probabilistic model
- n gram
- language modelling
- computer science
- document ranking
- relevance model
- context sensitive
- smoothing methods
- passage retrieval
- pseudo relevance feedback
- query specific
- cross language retrieval
- document length
- retrieval effectiveness
- translation model
- vector space model
- relevance feedback
- image database
- out of vocabulary
- ad hoc retrieval
- image retrieval
- document level
- xml retrieval
- machine learning
- text retrieval
- user queries
- question answering
- statistical language modeling
- document collections
- language model for information retrieval