Gaëtan Caillaut

14 papers Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data.
COLING Workshops
Mariam Barry, Gaëtan Caillaut, Pierre Halftermeyer, Raheel Qader, Mehdi Mouayad, Fabrice Le Deit, Dimitri Cariolaro, Joseph Gesnouin
2025 J jnl
Lingua Custodi's participation at the WMT 2025 Terminology shared task.
CoRR
Jingshu Liu, Raheel Qader, Gaëtan Caillaut, Mariam Nakhlé
2025 J jnl
The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications.
CoRR
Gaëtan Caillaut, Raheel Qader, Jingshu Liu, Mariam Nakhlé, Arezki Sadoune, Massinissa Ahmim, Jean-Gabriel Barthelemy
2024 — conf
Améliorer la traduction au niveau du document grâce au sur-echantillage négatif et au masquage ciblé.
TALN (1)
Gaëtan Caillaut, Mariam Nakhlé, Jingshu Liu, Raheel Qader
2024 J jnl
Large Language Model Adaptation for Financial Sentiment Analysis.
CoRR
Pau Rodriguez Inserte, Mariam Nakhlé, Raheel Qader, Gaëtan Caillaut, Jingshu Liu
2024 — conf
Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task.
WMT
Gaëtan Caillaut, Mariam Nakhlé, Raheel Qader, Jingshu Liu, Jean-Gabriel Barthelemy
2024 J jnl
Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task.
CoRR
Gaëtan Caillaut, Raheel Qader, Mariam Nakhlé, Jingshu Liu, Jean-Gabriel Barthelemy
2022 — conf
Automated Construction of a French Entity Linking Dataset to Geolocate Social Network Posts in the Context of Natural Disasters.
ISCRAM
Gaëtan Caillaut, Cécile Gracianne, Nathalie Abadie, Guillaume Touya, Samuel Auclair
2021 J jnl
Multi-instance learning of pretopological spaces to model complex propagation phenomena: Application to lexical taxonomy learning.
Artif. Intell.
Gaëtan Caillaut, Guillaume Cleuziou
2019 — —
Apprentissage d'espaces prétopologiques pour l'extraction de connaissances structurées. (Learning Pretopological Spaces for Structured Knowledge Extraction).
Gaëtan Caillaut
2019 — conf
Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques.
EGC
Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
2019 — conf
Learning Pretopological Spaces to Extract Ego-Centered Communities.
PAKDD (2)
Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
2018 J jnl
Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling.
CoRR
Gaëtan Caillaut, Guillaume Cleuziou
2017 — conf
Apprentissage d'espaces prétopologiques dans un cadre multi-instance pour la structuration de données.
EGC
Gaëtan Caillaut, Guillaume Cleuziou