Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues.
Qingxiu DongZiwei QinHeming XiaTian FengShoujie TongHaoran MengLin XuZhongyu WeiWeidong ZhanBaobao ChangSujian LiTianyu LiuZhifang SuiPublished in: ACL (1) (2022)
Keyphrases
- nonmonotonic inference
- logical inference
- multimedia
- deductive reasoning
- inference engine
- nonmonotonic reasoning
- visual representations
- knowledge base
- probabilistic reasoning
- plausible reasoning
- evidential reasoning
- cross modal
- inference process
- reasoning under uncertainty
- knowledge representation
- visual information
- natural language
- conditional logic
- representing knowledge
- visual perception
- reasoning tasks
- keywords
- bayesian networks
- bayesian inference
- visual features
- low level
- expert systems
- reasoning process
- textual information
- consistency checking
- default logic
- probabilistic inference
- cp nets
- abductive reasoning
- multi modal
- abductive inference