Yoel Zeldes
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View article: Standing on the Shoulders of Giant Frozen Language Models
Standing on the Shoulders of Giant Frozen Language Models Open
Huge pretrained language models (LMs) have demonstrated surprisingly good zero-shot capabilities on a wide variety of tasks. This gives rise to the appealing vision of a single, versatile model with a wide range of functionalities across d…
View article: Technical Report: Auxiliary Tuning and its Application to Conditional Text Generation
Technical Report: Auxiliary Tuning and its Application to Conditional Text Generation Open
We introduce a simple and efficient method, called Auxiliary Tuning, for adapting a pre-trained Language Model to a novel task; we demonstrate this approach on the task of conditional text generation. Our approach supplements the original …
View article: Technical Report: Auxiliary Tuning and its Application to Conditional\n Text Generation
Technical Report: Auxiliary Tuning and its Application to Conditional\n Text Generation Open
We introduce a simple and efficient method, called Auxiliary Tuning, for\nadapting a pre-trained Language Model to a novel task; we demonstrate this\napproach on the task of conditional text generation. Our approach supplements\nthe origin…
View article: Deep density networks and uncertainty in recommender systems
Deep density networks and uncertainty in recommender systems Open
Building robust online content recommendation systems requires learning complex interactions between user preferences and content features. The field has evolved rapidly in recent years from traditional multi-arm bandit and collaborative f…