5 citations · 9 across the 4 of their papers we have counts for
4 papers
MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries
Riccardo Campi, Nicolò Oreste Pinciroli Vago, Mathyas Giudici +2
Retrieval-Augmented Generation (RAG) over Knowledge Graphs (KGs) suffers from the fact that indexing approaches may lose important contextual nuance when text is reduced to triples…
A Graph-based RAG for Energy Efficiency Question Answering
Riccardo Campi, Nicolò Oreste Pinciroli Vago, Mathyas Giudici +3
In this work, we investigate the use of Large Language Models (LLMs) within a graph-based Retrieval Augmented Generation (RAG) architecture for Energy Efficiency (EE) Question Answ…
Exploring Anthropomorphism in Conversational Agents for Environmental Sustainability
Mathyas Giudici, Samuele Scherini, Pascal Chaussumier +2
The paper investigates the integration of Large Language Models (LLMs) into Conversational Agents (CAs) to encourage a shift in consumption patterns from a demand-driven to a suppl…
Generating HomeAssistant Automations Using an LLM-based Chatbot
Mathyas Giudici, Alessandro Sironi, Ismaele Villa +2
To combat climate change, individuals are encouraged to adopt sustainable habits, in particular, with their household, optimizing their electrical consumption. Conversational agent…