Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.
Xi FangWeijie XuFiona Anting TanZiqing HuJiani ZhangYanjun QiSrinivasan H. SengameduChristos FaloutsosPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- language model
- tabular data
- language modeling
- n gram
- probabilistic model
- speech recognition
- document retrieval
- retrieval model
- language modelling
- information retrieval
- controlled tabular adjustment
- prediction accuracy
- smoothing methods
- statistical language models
- query expansion
- test collection
- cell suppression
- language models for information retrieval
- query terms
- document ranking
- knowledge discovery