Large Language Models Still Can't Plan (A Benchmark for LLMs on Planning and Reasoning about Change).
Karthik ValmeekamAlberto Olmo HernandezSarath SreedharanSubbarao KambhampatiPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- planning process
- plan generation
- ai planning
- plan execution
- planning domains
- retrieval model
- plan recognition
- n gram
- planning systems
- probabilistic model
- context sensitive
- document retrieval
- information retrieval
- statistical language models
- language modelling
- test collection
- query expansion
- speech recognition
- planning problems
- ad hoc information retrieval
- document ranking
- vector space model
- relevance model
- translation model
- passage retrieval
- query specific
- smoothing methods
- word error rate
- pseudo relevance feedback
- language models for information retrieval
- document length
- domain independent