Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data.
Mubashara AkhtarAbhilash Reddy ShankarampetaVivek GuptaArpit PatilOana CocarascuElena SimperlPublished in: CoRR (2023)
Keyphrases
- language model
- comprehensive analysis
- tabular data
- language modeling
- n gram
- document retrieval
- controlled tabular adjustment
- cell suppression
- probabilistic model
- speech recognition
- retrieval model
- query expansion
- language modelling
- information retrieval
- statistical language models
- smoothing methods
- test collection
- query terms
- document ranking
- categorical data
- differential privacy
- disclosure risk