Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
Bowen JinChulin XieJiawei ZhangKashob Kumar RoyYu ZhangSuhang WangYu MengJiawei HanPublished in: CoRR (2024)
Keyphrases
- language model
- graph model
- graph representation
- graph structure
- language modeling
- graph databases
- weighted graph
- graph theory
- graph matching
- directed graph
- information retrieval
- graph mining
- probabilistic model
- speech recognition
- graph data
- document retrieval
- language modelling
- undirected graph
- statistical language models
- n gram
- query expansion
- retrieval model
- test collection
- web graph
- query terms
- smoothing methods
- ad hoc information retrieval
- pseudo relevance feedback
- document length
- relevance model
- context sensitive
- document ranking
- vector space model
- translation model
- question answering
- vector space
- language model for information retrieval