Large Language Models for Tabular Data: Progresses and Future Directions.
Haoyu DongZhiruo WangPublished in: SIGIR (2024)
Keyphrases
- future directions
- language model
- tabular data
- language modeling
- cell suppression
- n gram
- document retrieval
- controlled tabular adjustment
- lessons learned
- probabilistic model
- information retrieval
- retrieval model
- test collection
- language models for information retrieval
- query expansion
- current status
- current challenges
- differential privacy
- language modelling
- smoothing methods
- statistical language models
- document ranking
- query terms
- case study
- bayesian networks
- co occurrence
- data quality
- data sets