PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models.
Aditi MishraUtkarsh SoniAnjana ArunkumarJinbin HuangBum Chul KwonChris BryanPublished in: CoRR (2023)
Keyphrases
- language model
- visual analytics
- language modeling
- visual analysis
- interactive visualization
- data analysis
- n gram
- information retrieval
- document retrieval
- knowledge discovery
- language modelling
- retrieval model
- speech recognition
- probabilistic model
- query expansion
- context sensitive
- learning analytics
- statistical language models
- visual interfaces
- data mining
- smoothing methods
- pseudo relevance feedback
- data mining methods
- feature selection
- language models for information retrieval
- information visualization
- discovery process
- data visualization
- drug discovery
- data mining algorithms
- text mining
- decision trees
- databases