Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users.
Jennifer DodgsonLin NanzhengJulian PehAkira Rafhael Janson PattiraneAlfath Daryl AlhajirEko Ridho DinartoJoseph LimSyed Danyal AhmadPublished in: CoRR (2023)
Keyphrases
- fine tuning
- query formulation
- user interface
- fine tune
- information retrieval
- fine tuned
- image retrieval
- end users
- viable alternative
- information retrieval systems
- user satisfaction
- novice users
- information discovery
- multimedia information
- user groups
- multimedia databases
- text retrieval
- retrieval systems
- user feedback
- user experience
- search interface
- retrieval model
- multiple users
- visual features
- query expansion
- relevance feedback
- recommender systems
- website