Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison.
Shuo SunYuchen ZhangJiahuan YanYuze GaoDonovan OngBin ChenJian SuPublished in: CoRR (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- n gram
- database
- document level
- probabilistic model
- learning perl
- language modelling
- document retrieval
- retrieval model
- query expansion
- speech recognition
- test collection
- query language
- vector space model
- context sensitive
- multiword
- language models for information retrieval
- smoothing methods
- statistical language models
- database design
- natural language
- relational databases
- web documents
- document ranking
- translation model
- text retrieval
- query terms
- natural language processing
- text mining
- statistical language modeling
- pseudo relevance feedback
- hidden markov models
- text documents
- improve retrieval effectiveness
- keywords
- database applications