giacomo camposampiero

Publications

  • Giacomo Camposampiero, Loïc Houmard, Benjamin Estermann, Joël Mathys, Roger Wattenhofer. 2023. Abstract Visual Reasoning Enabled by Language. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [pdf]
  • Giacomo Camposampiero, Quynh Anh Nguyen, and Francesco Di Stefano. 2022. The curious case of Logistic Regression for Italian Dialect Identification. In Proceedings of the Ninth Workshop on NLP for Similar Languages, Varieties and Dialects, International Committee on Computational Linguistics (ICCL) [pdf][github]

Projects

  • nlpropaganda : a tool for automatic detection and classification of propaganda snippets in news articles leveraging LLMs [pdf][github]
  • palindrome-transformer : explicit Transformer's encodings development for a regular language and a context free, non-regular language using soft attention [pdf][github]
  • collaborative-filtering : a study on the effectiveness of blending similarity-based and factorization-based CF algorithms [arxiv][github]
  • regularization-pc : a study on the effects of standard machine learning regularization on predictive coding models [github]

Others

  • contrastive-learning : a seminar presentation on contrastive learning for NLP, presented at SiDNN, ETH Zürich [pdf][article]
  • algolab : solutions for Algorithms Lab course at ETH Zürich (competitive programming topics) [github]