5 citations · 7 across the 4 of their papers we have counts for
4 papers
Image-Seeking Intent Prediction for Cross-Device Product Search
Mariya Hendriksen, Svitlana Vakulenko, Jordan Massiah +2
Large Language Models (LLMs) are transforming personalized search, recommendations, and customer interaction in e-commerce. Customers increasingly shop across multiple devices, fro…
Just Mix Once: Worst-group Generalization by Group Interpolation
Giorgio Giannone, Serhii Havrylov, Jordan Massiah +2
Advances in deep learning theory have revealed how average generalization relies on superficial patterns in data. The consequences are brittle models with poor performance with shi…
PARS: Pseudo-Label Aware Robust Sample Selection for Learning with Noisy Labels
Arushi Goel, Yunlong Jiao, Jordan Massiah
Acquiring accurate labels on large-scale datasets is both time consuming and expensive. To reduce the dependency of deep learning models on learning from clean labeled data, severa…
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
Fangyu Liu, Yunlong Jiao, Jordan Massiah +2
In NLP, a large volume of tasks involve pairwise comparison between two sequences (e.g. sentence similarity and paraphrase identification). Predominantly, two formulations are used…