Federico Bianchi

Joint Learning of Entity and Type Embeddings for Analogical Reasoning with Entities.

2017 · BOA (University of Milano-Bicocca)

Two situations can be considered analogous if they share a common pattern. Analogical reasoning is the task of nding analogies and inferencing missing terms in them. Since natural language is ambiguous, as the same word …

Query2Prod2Vec: Grounded Word Embeddings for eCommerce

2021

Federico Bianchi, Jacopo Tagliabue, Bingqing Yu. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers. 2021.

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages

2022

Hate speech is a global phenomenon, but most hate speech datasets so far focus on English-language content. This hinders the development of more effective hate speech detection models in hundreds of languages spoken by billions …