Florian Le Bronnec

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (1) EACL (1) ICLR (1) ICML (1)

Top co-authors

Alexandre Allauzen (4) Vincent Guigue (2) Yann Chevaleyre (2) Song Duong (2) Laure Soulier (2) Alberto Lumbreras (2) Alexandre Verine (2) Benjamin Negrevergne (2) Patrick Gallinari (2) Mathieu Ravaut (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Generation (3) Application Areas (2) Artificial Intelligence (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

self-supervised learning (1) text generation (1) evaluation framework (1) state space model (1) loss function (1) encoder-decoder architecture (1) long-term dependency (1) abstractive summarization (1) long document (1) open-ended generation (1) conditional text generation (1) large language model (1) precision recall (1) grounded text generation (1) negative log-likelihood (1) preference-based training (1) trade-off (1) precision (1) recall (1) temperature (1)

Papers

Improving Diversity in Language Models: When Temperature Fails, Change the Loss ICML 2025 SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation ICLR 2025 Exploring Precision and Recall to assess the quality and diversity of LLMs ACL 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024