Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models.
Wenqing ChenWeicheng WangZhixuan ChuKui RenZibin ZhengZhichao LuPublished in: ACL (Findings) (2024)
Keyphrases
- graphical models
- language model
- reasoning tasks
- probabilistic model
- low cost
- language modeling
- description logics
- logic programming
- temporal reasoning
- document retrieval
- automated reasoning
- n gram
- answer set programming
- speech recognition
- retrieval model
- situation calculus
- test collection
- translation model
- information retrieval
- statistical language models
- path consistency
- interval algebra
- context sensitive
- vector space model
- pseudo relevance feedback
- query terms
- language modelling
- relevance model
- point algebra
- document ranking
- smoothing methods
- constraint networks
- query expansion
- language models for information retrieval
- theorem prover
- constraint satisfaction
- contextual information
- general purpose
- relational databases