Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models.
Jun-Peng ZhuPeng CaiBoyan NiuZheming NiKai XuJiajun HuangJianwei WanShengbo MaBing WangDonghui ZhangLiu TangQi LiuPublished in: ICDE (2024)
Keyphrases
- language model
- exploratory data analysis
- query expansion
- query terms
- query specific
- language modeling
- document ranking
- relevance model
- term dependencies
- n gram
- information retrieval
- probabilistic model
- document retrieval
- spoken term detection
- statistical language modeling
- retrieval model
- user queries
- data clustering
- data visualization
- query processing
- predictive modeling
- smoothing methods
- knowledge discovery
- principal components analysis
- language modeling framework
- test collection
- pseudo relevance feedback
- relevance feedback
- machine learning
- relevant documents
- retrieval systems
- information visualization
- information retrieval systems
- formal concept analysis
- training data
- data mining
- search engine