Search Results for author: Robert Lakatos

Found 3 papers, 0 papers with code

Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems

no code implementations12 Mar 2024 Robert Lakatos, Peter Pollner, Andras Hajdu, Tamas Joo

Furthermore, we outline a simple RAG-based architecture which, on average, outperforms the FN models by 16% in terms of the ROGUE score, 15% in the case of the BLEU score, and 53% based on the cosine similarity.

Domain Adaptation Hallucination

A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews

no code implementations13 Jun 2023 Robert Lakatos, Gergo Bogacsovics, Balazs Harangi, Istvan Lakatos, Attila Tiba, Janos Toth, Marianna Szabo, Andras Hajdu

The efficiency of natural language processing has improved dramatically with the advent of machine learning models, particularly neural network-based solutions.

Benchmarking Keyword Extraction

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