Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language.
Rita SevastjanovaMennatallah El-AssadyPublished in: CoRR (2022)
Keyphrases
- language model
- mental models
- language modeling
- n gram
- document retrieval
- speech recognition
- learning strategies
- probabilistic model
- language modelling
- information retrieval
- retrieval model
- context sensitive
- statistical language models
- query expansion
- mixture model
- ad hoc information retrieval
- test collection
- query terms
- decision process
- natural language
- smoothing methods
- document length
- cross language retrieval
- language model for information retrieval
- query specific
- translation model
- relevance model
- decision making
- knowledge discovery