Author

Antoine Simoulin

Observed name: Simoulin, Antoine

Observed institutions: Université Paris Cité, University of California San Diego, Laboratoire de Linguistique Formelle, Meta (United States)

ORCID: 0000-0001-8433-7919

Observed ORCID: 0000-0001-8433-7919

OpenAlex ID: A5013238655

DocAgent: A Multi-Agent System for Automated Code Documentation Generation

2025 · Dayu Yang, Antoine Simoulin, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 10

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How Many Layers and Why? An Analysis of the Model Depth in Transformers

2021 · Antoine Simoulin, Benoit Crabbé · 10

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From free‐text electronic health records to structured cohorts: Onconum, an innovative methodology for real‐world data mining in breast cancer

2023 · Antoine Simoulin, Nicolas Thiebaut, et al. · Computer Methods and Programs in Biomedicine · 7

Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

2025 · Dayu Yang, Tianyang Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 5

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Memory-Efficient Fine-Tuning of Transformers via Token Selection

2024 · Antoine Simoulin, Namyong Park, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3

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GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection

2023 · Namyong Park, Ryan Rossi, et al. · neural information processing systems · 2

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Sentence embeddings and their relation with sentence structures

2022 · Antoine Simoulin · 2

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Contrasting distinct structured views to learn sentence embeddings

2021 · Antoine Simoulin, Benoit Crabbé · Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop (EACL SRW) · 2

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Un modèle Transformer Génératif Pré-entrainé pour le ______ français

2021 · Simoulin, Antoine, Crabbé, Benoit · HAL · 2

An innovative solution for breast cancer textual big data analysis

2017 · Thiebaut, Nicolas, Simoulin, Antoine, et al. · arXiv (Cornell University) · 2

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DocAgent: A Multi-Agent System for Automated Code Documentation Generation

2025 · Yang, Dayu, Simoulin, Antoine, et al. · arXiv (Cornell University) · 1

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Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations

2022 · Antoine Simoulin, Benoit Crabbé · Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop (NAACL SRW) · 1

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The Text on the Creative: An Under-Exploited Ranking Modality for Short-Form Video Ads

2026 · Shubham Goel, Andrew Treadway, et al. · ACM Conference on Recommender Systems (RecSys)

Enhancing Open-Vocabulary Object Detection through Multi-Level Fine-Grained Visual-Language Alignment

2026 · Zhang, Tianyi, Simoulin, Antoine, et al. · arXiv (Cornell University)

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Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

2025 · Association for Computational Linguistics 2025, Cao, Yuwei, et al. · Underline Science Inc.

Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

2025 · Yang, Dayu, Liu, Tianyang, et al. · arXiv (Cornell University)

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Advancements in managing pure ductal carcinoma in situ: An 18-year artificial intelligence-aided analysis of 998 patients