Comparative Analysis of Generic and Fine-Tuned Large Language Models for Conversational Agent Systems.
Laura VillaDavid Carneros-PradoCosmin C. DobrescuAdrián Sánchez-MiguelGuillermo CuberoRamón HervásPublished in: Robotics (2024)
Keyphrases
- comparative analysis
- language model
- agent systems
- fine tuned
- domain specific
- language modeling
- fine tuning
- intelligent agents
- dynamic environments
- document retrieval
- n gram
- multi agent systems
- probabilistic model
- speech recognition
- information retrieval
- retrieval model
- agent technology
- multi modal
- language modelling
- query expansion
- test collection
- statistical language models
- smoothing methods
- context sensitive
- document ranking
- mobile agents
- ad hoc information retrieval
- pseudo relevance feedback
- translation model
- language model for information retrieval
- vector space model
- query terms
- multi agent
- language models for information retrieval
- relevance model
- cross lingual
- retrieval effectiveness
- information processing
- distributed systems
- general purpose
- mobile robot
- okapi bm
- machine learning