Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.
Xiaoyu LiuPaiheng XuJunda WuJiaxin YuanYifan YangYuhang ZhouFuxiao LiuTianrui GuanHaoliang WangTong YuJulian J. McAuleyWei AiFurong HuangPublished in: CoRR (2024)
Keyphrases
- language model
- causal inference
- language modeling
- abductive reasoning
- n gram
- additive noise
- information retrieval
- discrete data
- speech recognition
- query expansion
- causal models
- retrieval model
- probabilistic model
- nonmonotonic reasoning
- rare events
- smoothing methods
- relevance model
- training data
- inference rules
- belief revision
- logic programming