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Ido Ben-Shaul

2 accepted papers

2023

Reverse Engineering Self-Supervised Learning

NeurIPS 2023poster

Understanding the learned representation and underlying mechanisms of Self-Supervised Learning (SSL) often poses a challenge. In this paper, we ‘reverse engineer’ SSL, conducting an in-depth empirical analysis of its learned internal representations, encompassing diverse models, architectures, and h…

2022

Is it out yet? Automatic Future Product Releases Extraction from Web Data

EMNLP 2022industry

Identifying the release of new products and their predicted demand in advance is highly valuable for E-Commerce marketplaces and retailers. The information of an upcoming product release is used for inventory management, marketing campaigns and pre-order suggestions. Often, the announcement of an up…