From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks?
Tao FengLizhen QuNiket TandonZhuang LiXiaoxi KangGholamreza HaffariPublished in: CoRR (2024)
Keyphrases
- language model
- causal discovery
- language modeling
- probabilistic model
- causal models
- n gram
- information retrieval
- retrieval model
- context sensitive
- query expansion
- document retrieval
- query terms
- translation model
- causal relationships
- vector space model
- test collection
- discovery process
- text mining
- bayesian networks
- conditional independence
- relevance model
- directed acyclic graph
- natural language
- decision trees
- multiword
- search engine