PinnedFederico BianchiinTowards Data ScienceYour Vision-Language Model Might Be a Bag of WordsWe explore the limits of what vision-language models get about language in our Oral Paper at ICLR 20238 min read·Mar 21, 2023----
PinnedFederico BianchiinTowards Data ScienceTeaching CLIP Some FashionTraining FashionCLIP, a domain-specific CLIP model for Fashion10 min read·Mar 7, 2023--2--2
PinnedFederico BianchiinTowards Data ScienceOn the Gap between Adoption and Understanding7 min read·Jun 3, 2021--3--3
Federico BianchiinTowards Data ScienceA Foundation Model for Medical AIIntroducing PLIP, a foundation model for pathology10 min read·Sep 19, 2023--2--2
Federico BianchiinTowards Data ScienceRecList 2.0: Open-Source Systematic Testing of ML ModelsA new RecList to provide more flexibility and better support for evaluation7 min read·Aug 8, 2023--1--1
Federico BianchiA Rounded Evaluation of Recommender SystemsEvalRS: Evaluating Recommender Systems on Many Tests8 min read·Aug 11, 2022----
Federico BianchiinTowards Data ScienceHow to Train your CLIPIntroduction to CLIP and to how we fine-tuned it for the Italian Language during the HuggingFace Communtiy Week.8 min read·Feb 1, 2022--2--2
Federico BianchiinTowards Data ScienceLanguage Invariant Properties in Natural Language ProcessingAre text properties kept when you transform (e.g., translate) a message in another language?6 min read·Oct 13, 2021----
Federico BianchiMilaNLP 2021 in Review Part III: Reasoning, Meaning, and LanguageReviewing MilaNLP 2021 research papers on reasoning, meaning and language5 min read·Oct 8, 2021----
Federico BianchiMilaNLP 2021 in Review Part II: Text AnalyticsReviewing MilaNLP 2021 research papers on text analytics8 min read·Sep 28, 2021----
