Research topics
- Deep Learning for Unsupervised Relation Extraction
- My PhD thesis, on which I worked very (too?) hard to make it more than a simple aggregation of papers.
- On the use of datasets’ topology to identify relational information
- Pre-print corresponding to the second half of my thesis.
- Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance
- CONSTRAINT 2022 paper on a thesis-unrelated topic because I wanted to colaborate with other people during my PhD candidacy.
- Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses
- ACL 2019 long paper corresponding to the first half of my thesis.
- Neural Machine Translation with Memory Network Based Attention
- My end of master's degree internship. The goal was to use a memory network decoder in an NMT system.
- Kaggle: Taxi Destination Prediction
- First place in a competition for the 2015 ECML PKDD conference. The goal was to predict the destination of a taxi given a prefix of its trajectory.