Jean-Philippe Fauconnier

Joined

October 2021

Names

Jean-Philippe Fauconnier (Preferred)

Emails

****@apple.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Apple (apple.com)

2016 – 2024

PhD student

Toulouse University (irit.fr)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Nathalie Aussenac

2012 – 2016

PhD Advisor

Mouna Kamel

2012 – 2016

Expertise

multimodal foundation models

2022 – 2024

multimodal LLM

2022 – 2024

multi-lingual transfer learning

2021 – 2023

slot filling

2016 – 2021

dialog state tracking

2016 – 2021

relation extraction

2012 – 2016

Publications

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 et al. (3 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
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 Poster
- Readers: Everyone
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
- Submitted to ICLR 2025
- Readers: Everyone
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 et al. (12 additional authors not shown)
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone
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
- Readers: Everyone
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
- TL4NLP 2022
- Readers: Everyone
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 (modified: 05 Nov 2021)
- undefined 2016
- Readers: Everyone
A supervised machine learning approach for taxonomic relation recognition through non-linear enumerative structures
Jean-Philippe Fauconnier, Mouna Kamel, Bernard Rothenburger
- 2015 (modified: 05 Nov 2021)
- SAC 2015
- Readers: Everyone
Discovering Hypernymy Relations using Text Layout
Jean-Philippe Fauconnier, Mouna Kamel
- 2015 (modified: 05 Nov 2021)
- *SEM@NAACL-HLT 2015
- Readers: Everyone

View all 13 publications

Co-Authors

View all 59 co-authors