Luc Pommeret
PhD student (CIFRE), LISN (CNRS). Small language models, efficient and adaptive training.
Contact:
I work on small language models: how to train them efficiently and adapt them continuously to new tasks and domains. PhD student (CIFRE) with SCIAM and the LISN (CNRS, Université Paris-Saclay).
Research
PhD thesis (CIFRE), SCIAM × LISN (CNRS, Université Paris-Saclay, ED STIC) — since September 2026, supervised by Sophie Rosset, Eva Feillet, Christophe Séjourné and Erin Pacquetet. Efficient and adaptive training of small language models.
LISN (CNRS) — April 2025 – August 2026, supervised by Sophie Rosset, Thomas Gerald, Christophe Servan and Sahar Ghannay. Atomic propositions in NLP: evaluation and improvement of RAG systems, training a propositioner. — internship report
IRIF — April–September 2024, supervised by Michel de Rougemont. Emergent capabilities in large language models. — internship report
Publications & talks
Boufouss, Pommeret, Gerald, Paroubek, Rosset. "Can We Do Interpretable NLI with Graphs Based on Atomic Propositions?". AKBC 2026, EMNLP 2026, Budapest, October 28, 2026.
Pommeret, Gerald, Servan, Ghannay, Paroubek, Rosset. "Étude des propositionneurs multilingues : formalisation, évaluation et interprétabilité". CORIA-TALN 2026, Nantes.
Pommeret, Gerald, Servan, Ghannay, Paroubek, Rosset. "LLM-based Atomic Propositions Help Weak Extractors: Evaluation of a Propositioner for Triplet Extraction". KG-LLM 2026, LREC 2026, Palma de Mallorca, May 16, 2026.
Pommeret, Wagret, Deret. "THIVLVC: Retrieval Augmented Dependency Parsing for Latin". LT4HALA 2026 / EvaLatin 2026, LREC 2026, Palma de Mallorca, May 11, 2026.
Pommeret, Gerald, Rosset, Servan, Ghannay. "Atomic Propositions: Bridging Neural and Symbolic Approaches for Interpretability by Design". GDR TAL Interpretability Day, ISIR Jussieu, March 17, 2026. Oral presentation.
Pommeret, Rosset, Servan, Ghannay. "AtomicEval: Evaluation Framework for Atomic Proposition Autonomy with French Propositioner". JDSE 2025, Paris-Saclay.
Pommeret, de Rougemont, Lassoued. "Exploring Emergent Skills with Chess-GPT". PFIA 2024, La Rochelle.