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: EMNLP (Findings) (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- probabilistic model
- n gram
- document retrieval
- retrieval model
- learning perl
- text retrieval
- query expansion
- document level
- database
- language modelling
- statistical language models
- dependency structure
- test collection
- multiword
- query terms
- speech recognition
- relational databases
- natural language
- document ranking
- language models for information retrieval
- relevance model
- context sensitive
- query language
- database design
- text mining
- search engine
- vector space model
- pseudo relevance feedback
- retrieval effectiveness
- bayesian networks
- smoothing methods
- database applications
- keywords
- data model