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