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