Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.
Xi FangWeijie XuFiona Anting TanJiani ZhangZiqing HuYanjun QiScott NickleachDiego SocolinskySrinivasan H. SengameduChristos FaloutsosPublished in: CoRR (2024)
Keyphrases
- language model
- tabular data
- language modeling
- probabilistic model
- prediction accuracy
- n gram
- document retrieval
- language modelling
- speech recognition
- cell suppression
- controlled tabular adjustment
- test collection
- statistical language models
- smoothing methods
- information retrieval
- retrieval model
- document ranking
- query terms
- differential privacy
- relevance model
- query expansion
- digital libraries