Alireza Salemi

LaMP: When Large Language Models Meet Personalization

2023 · arXiv (Cornell University)

This paper highlights the importance of personalization in large language models and introduces the LaMP benchmark -- a novel benchmark for training and evaluating language models for producing personalized outputs. LaMP offers a comprehensive evaluation …

LongLaMP: A Benchmark for Personalized Long-form Text Generation

2024 · arXiv (Cornell University)

Long-text generation is seemingly ubiquitous in real-world applications of large language models such as generating an email or writing a review. Despite the fundamental importance and prevalence of long-text generation in many practical applications, existing …