Development and Testing of Retrieval Augmented Generation in Large Language Models - A Case Study Report.
Yuhe KeLiyuan JinKabilan ElangovanHairil Rizal AbdullahNan LiuAlex Tiong Heng SiaChai Rick SohJoshua Yi Min TungJasmine Chiat Ling OngDaniel Shu Wei TingPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- ad hoc information retrieval
- language models for information retrieval
- information retrieval
- n gram
- statistical language models
- document ranking
- smoothing methods
- speech recognition
- relevance model
- probabilistic model
- query generation
- language modelling
- query terms
- document length
- query specific
- text retrieval
- cross language retrieval
- term dependencies
- language model for information retrieval
- passage retrieval
- image database
- information retrieval systems
- retrieval effectiveness
- pseudo feedback
- retrieval systems
- document level
- ir models
- okapi bm
- relevance feedback
- statistical language modeling
- context sensitive
- relevant documents
- retrieval accuracy
- out of vocabulary
- ad hoc retrieval
- pseudo relevance feedback
- tf idf
- feature selection