Jean-Philippe Fauconnier

According to our database, Jean-Philippe Fauconnier authored at least 12 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning.

Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang

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

MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs.

Yusu Qian, Hanrong Ye, Jean-Philippe Fauconnier, Peter Grasch, Yinfei Yang, Zhe Gan

CoRR, 2024

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.

Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Guoli Yin, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang

CoRR, 2024

MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training.

Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang

Proceedings of the Computer Vision - ECCV 2024, 2024

2022

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

Proceedings of the Transfer Learning for Natural Language Processing Workshop, 2022

2016

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

PhD thesis, 2016

2015

Discovering Hypernymy Relations using Text Layout.

Jean-Philippe Fauconnier, Mouna Kamel

Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

A supervised machine learning approach for taxonomic relation recognition through non-linear enumerative structures.

Jean-Philippe Fauconnier, Mouna Kamel, Bernard Rothenburger

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

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

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

Proceedings of the Traitement Automatique des Langues Naturelles, 2014

2013

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

Proceedings of the Traitement Automatique des Langues Naturelles, 2013