2 citations · 3 across the 3 of their papers we have counts for
4 papers
Reason and Verify: A Framework for Faithful Retrieval-Augmented Generation
Eeham Khan, Luis Rodriguez, Marc Queudot
Retrieval-Augmented Generation (RAG) significantly improves the factuality of Large Language Models (LLMs), yet standard pipelines often lack mechanisms to verify inter- mediate re…
Quick Starting Dialog Systems with Paraphrase Generation
Louis Marceau, Raouf Belbahar, Marc Queudot +3
Acquiring training data to improve the robustness of dialog systems can be a painstakingly long process. In this work, we propose a method to reduce the cost and effort of creating…
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems
Hadrien Lautraite, Nada Naji, Louis Marceau +2
Clarification resolution plays an important role in various information retrieval tasks such as interactive question answering and conversational search. In such context, the user…
Inter and Intra Document Attention for Depression Risk Assessment
Diego Maupomé, Marc Queudot, Marie-Jean Meurs
We take interest in the early assessment of risk for depression in social media users. We focus on the eRisk 2018 dataset, which represents users as a sequence of their written onl…