I'm a 3rd-year PhD student in Information Retrieval at Sorbonne Université, Paris 🗼, within the MLIA team. My research is supervised by Benjamin Piwowarski and Laure Soulier, and conducted in collaboration with Sinequa.
🔬 PhD title: Adaptation without Learning of Neural Networks for Information Retrieval
I explore how neural retrieval models can transfer to new domains in 0-shot. My approach involves interpretability at its core to first understand what's happening inside models before proposing architectural improvements.
| 🧠Core Areas | 🔍Specific IR Architectures |
|---|---|
| Information Retrieval Interpretability |
Cross-Encoders Late-Interaction Models (e.g. ColBERT) Learned Sparse Retrieval (e.g. SPLADE) |
💡 Open to discussions on IR (as a whole) and interpretability — feel free to reach out!