Thomas Gerald

28 papers A 1Journal 9Unranked 17
YearRankTypeTitle / Venue / Authors
2025 A conf
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning.
INTERSPEECH
Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset
2025 J jnl
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning.
CoRR
Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset
2025 — conf
QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings.
ACL (4)
Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang, Cyril Grouin
2024 — conf
CQuAE : Un nouveau corpus de question-réponse pour l'enseignement.
TALN (1)
Thomas Gerald, Louis Tamames, Sofiane Ettayeb, Patrick Paroubek, Anne Vilnat
2024 J jnl
CQuAE: A new Contextualized QUestion Answering corpus on Education domain.
Data Knowl. Eng.
Thomas Gerald, Louis Tamames, Sofiane Ettayeb, Ha-Quang Le, Patrick Paroubek, Anne Vilnat
2024 — conf
Introducing CQuAE : A New French Contextualised Question-Answering Corpus for the Education Domain.
LREC/COLING
Thomas Gerald, Anne Vilnat, Sofiane Ettayeb, Louis Tamames, Patrick Paroubek
2024 — conf
Les petits modèles sont bons : une étude empirique de classification dans un contexte zero-shot.
TALN (1)
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2024 — conf
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification.
LREC/COLING
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2024 J jnl
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification.
CoRR
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2023 J jnl
A hyperbolic approach for learning communities on graphs.
Data Min. Knowl. Discov.
Thomas Gerald, Hadi Zaatiti, Hatem Hajri, Nicolas Baskiotis, Olivier Schwander
2023 — conf
CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle.
CORIA-TALN
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier
2023 — conf
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.
ECIR (1)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023 J jnl
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.
CoRR
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023 — conf
Sélectionner les ?bons? passages pour créer les ?bonnes? questions : Analyse et Évaluation d'un nouveau Corpus de Questions et Réponses pour l'Éducation.
EGC
Thomas Gerald, Sofiane Ettayeb, Ha Quang Le, Gabriel Illouz, Patrick Paroubek, Anne Vilnat
2022 — conf
Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract.
CIRCLE
Thomas Gerald, Laure Soulier
2022 — conf
Continual Learning of Long Topic Sequences in Neural Information Retrieval.
ECIR (1)
Thomas Gerald, Laure Soulier
2022 J jnl
Continual Learning of Long Topic Sequences in Neural Information Retrieval.
CoRR
Thomas Gerald, Laure Soulier
2022 — conf
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract.
CIRCLE
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2022 — conf
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs.
ECIR (2)
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2022 — conf
MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding.
TREC
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2021 J jnl
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs.
CoRR
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2021 — conf
MLIA-LIP6@TREC-CAST2021: Feature augmentation for query recontextualization and passage ranking.
TREC
Nawel Astaouti, Thomas Gerald, Maya Touzari, Laure Soulier, Jian-Yun Nie
2020 — conf
A Practical Hands-on for Learning Graph Data Communities on Manifolds.
SPIGL
Thomas Gerald, Hadi Zaatiti, Hatem Hajri
2020 J jnl
Geomstats: A Python Package for Riemannian Geometry in Machine Learning.
CoRR
Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec
2020 — conf
Introduction to Geometric Learning in Python with Geomstats.
SciPy
Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Yann Cabanes, Thomas Gerald, Paul Chauchat, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec
2020 — —
Representation Learning for Large Scale Classification. (Apprentissage de représentation pour la classification large échelle).
Thomas Gerald
2019 J jnl
Binary Stochastic Representations for Large Multi-class Classification.
CoRR
Thomas Gerald, Aurélia Léon, Nicolas Baskiotis, Ludovic Denoyer
2017 — conf
Binary Stochastic Representations for Large Multi-class Classification.
ICONIP (1)
Thomas Gerald, Nicolas Baskiotis, Ludovic Denoyer