Summary of an Evaluation Dataset: RAG System with LLM for Migrant Integration in an HCAI

Summary of an Evaluation Dataset: RAG System with LLM for Migrant Integration in an HCAI

The dataset provides a summary of the experimental results obtained from an HCAI system implemented using a RAG framework and the Llama 3.0 model. A total of 125 hyperparameter configurations were defined by aggregating metrics based on the median of the results from 91 questions and their correspon...

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Bibliographische Detailangaben
Hauptverfasser: Garcia-Forte, Luis, Castellanos Nieves, Dagoberto
Format: Dataset
Sprache:eng
Schlagworte:
Computer-Aided Human-Centered Design
Ecological Efficiency
Generative Artificial Intelligence
Human-Centered Computing
Large Language Model
Retrieval-Augmented LLM
Sentiment Analysis
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Beschreibung
Zusammenfassung:The dataset provides a summary of the experimental results obtained from an HCAI system implemented using a RAG framework and the Llama 3.0 model. A total of 125 hyperparameter configurations were defined by aggregating metrics based on the median of the results from 91 questions and their corresponding answers. These configurations represent the alternatives evaluated through Multi-Criteria Decision-Making (MCDM) methods.
DOI:10.17632/rjdt5nmm88.2