Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models.
Yuzhe ZhangYipeng ZhangYidong GanLina YaoChen WangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- causal graph
- test collection
- query expansion
- information retrieval
- language modeling
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- document length
- query terms
- document ranking
- n gram
- relevance model
- smoothing methods
- passage retrieval
- probabilistic model
- document level
- query specific
- language modelling
- text retrieval
- information retrieval systems
- retrieval effectiveness
- okapi bm
- causal models
- planning problems
- ir models
- term dependencies
- pseudo feedback
- ad hoc retrieval
- inter document similarities
- statistical language modeling
- pseudo relevance feedback
- relevant documents
- average precision
- search algorithm
- retrieved documents
- term frequency
- cross lingual