FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models.
Yiyuan LiShichao SunPengfei LiuPublished in: CoRR (2024)
Keyphrases
- language model
- fuzzy reasoning
- language modeling
- fuzzy logic
- fuzzy sets
- probabilistic model
- speech recognition
- fuzzy rules
- query expansion
- n gram
- information retrieval
- statistical language models
- document retrieval
- retrieval model
- membership functions
- context sensitive
- language modelling
- test collection
- translation model
- ad hoc information retrieval
- smoothing methods
- fuzzy inference
- pseudo relevance feedback
- vector space model
- natural language
- real time
- fuzzy petri net
- language models for information retrieval
- computer vision
- neural network