A Supervised learning for the identification of semantic relations in parallel enumerative structures (Apprentissage supervisé pour l'identification de relations sémantiques au sein de structures énumératives parallèles) [in French]. - Jean-Philippe Fauconnier; Mouna Kamel; Bernard Rothenburger; Nathalie Aussenac-Gilles (TALN (1), 2013)

Automatic Detection of Document Organizational Structure from Visual and Lexical Markers (Détection automatique de la structure organisationnelle de documents à partir de marqueurs visuels et lexicaux) [in French]. - Jean-Philippe Fauconnier; Laurent Sorin; Mouna Kamel; Mustapha Mojahid; Nathalie Aussenac-Gilles (TALN (1), 2014)

Identification de relations sémantiques portées par les structures énumératives paradigmatiques. Une approche symbolique et une approche par apprentissage supervisé. - Mouna Kamel; Bernard Rothenburger; Jean-Philippe Fauconnier (Rev. d'Intelligence Artif., 2014)

A supervised machine learning approach for taxonomic relation recognition through non-linear enumerative structures. - Jean-Philippe Fauconnier; Mouna Kamel; Bernard Rothenburger (SAC, 2015)

Discovering Hypernymy Relations using Text Layout. - Jean-Philippe Fauconnier; Mouna Kamel (*SEM@NAACL-HLT, 2015)

Acquisition de liens sémantiques à partir d'éléments de mise en forme des textes : exploitation des structures énumératives. (Acquisition of semantic relations from layout elements / Acquisition of semantic relations from layout elements : exploitation of enumerative structures). - Jean-Philippe Fauconnier (2016)

Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer. - Benjamin Muller; Deepanshu Gupta; Jean-Philippe Fauconnier; Siddharth Patwardhan; David Vandyke; Sachin Agarwal 007 (TL4NLP, 2022)

MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. - Brandon McKinzie; Zhe Gan; Jean-Philippe Fauconnier; Sam Dodge; Bowen Zhang 002; Philipp Dufter; Dhruti Shah; Xianzhi Du; Futang Peng; Anton Belyi; Haotian Zhang 005; Karanjeet Singh 003; et al. (ECCV (29), 2024)

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. - Brandon McKinzie; Zhe Gan; Jean-Philippe Fauconnier; Sam Dodge; Bowen Zhang 002; Philipp Dufter; Dhruti Shah; Xianzhi Du; Futang Peng; Floris Weers; Anton Belyi; Haotian Zhang 005; et al. (CoRR, 2024)

Understanding Alignment in Multimodal LLMs: A Comprehensive Study. - Elmira Amirloo; Jean-Philippe Fauconnier; Christoph Roesmann; Christian Kerl; Rinu Boney; Yusu Qian; Zirui Wang; Afshin Dehghan; Yinfei Yang; Zhe Gan; Peter Grasch (CoRR, 2024)

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. - Haotian Zhang 005; Mingfei Gao; Zhe Gan; Philipp Dufter; Nina Wenzel; Forrest Huang; Dhruti Shah; Xianzhi Du; Bowen Zhang 002; Yanghao Li; Sam Dodge; Keen You; et al. (CoRR, 2024)

MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs. - Yusu Qian; Hanrong Ye; Jean-Philippe Fauconnier; Peter Grasch; Yinfei Yang; Zhe Gan (ICLR, 2025)

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. - Haotian Zhang 005; Mingfei Gao; Zhe Gan; Philipp Dufter; Nina Wenzel; Forrest Huang; Dhruti Shah; Xianzhi Du; Bowen Zhang 002; Yanghao Li; Sam Dodge; Keen You; et al. (ICLR, 2025)

Cube: A Roblox View of 3D Intelligence. - Kiran Bhat; Nishchaie Khanna; Karun Channa; Tinghui Zhou; Yiheng Zhu; Xiaoxia Sun; Charles Shang; Anirudh Sudarshan; Maurice Chu; Daiqing Li; Kangle Deng; Jean-Philippe Fauconnier; et al. (CoRR, 2025)