Evaluating Cognitive Maps and Planning in Large Language Models with CogEval.
Ida MomennejadHosein HasanbeigFelipe Vieira FrujeriHiteshi SharmaNebojsa JojicHamid PalangiRobert Osazuwa NessJonathan LarsonPublished in: NeurIPS (2023)
Keyphrases
- language model
- cognitive maps
- language modeling
- n gram
- probabilistic model
- document retrieval
- cognitive map
- information retrieval
- speech recognition
- language modelling
- statistical language models
- query expansion
- cognitive development
- retrieval model
- smoothing methods
- vector space model
- student modeling
- language models for information retrieval
- translation model
- test collection
- mixed initiative
- document ranking
- multimedia
- fuzzy cognitive maps
- qualitative reasoning
- pseudo relevance feedback