CausaLM: Causal Model Explanation Through Counterfactual Language Models.
Amir FederNadav OvedUri ShalitRoi ReichartPublished in: Comput. Linguistics (2021)
Keyphrases
- causal models
- language model
- causal reasoning
- language modeling
- structural model
- causal discovery
- conditional independence
- document retrieval
- language modelling
- n gram
- probabilistic model
- speech recognition
- retrieval model
- directed acyclic graph
- query expansion
- information retrieval
- causal relationships
- context sensitive
- test collection
- smoothing methods
- causal structure
- statistical language models
- pseudo relevance feedback
- language models for information retrieval
- query terms
- relevance model
- term dependencies
- vector space model
- query specific
- ad hoc information retrieval
- spoken term detection
- causal ordering
- translation model
- feature selection