Jinmiao Fu

Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning

2024

This paper introduces Q-tuning, a novel approach for continual prompt tuning that enables the lifelong learning of a pre-trained language model.When learning a new task, Q-tuning trains a task-specific prompt by adding it to a …

Text Is All You Need: Learning Language Representations for Sequential Recommendation

2023

Sequential recommendation aims to model dynamic user behavior from historical interactions. Existing methods rely on either explicit item IDs or general textual features for sequence modeling to understand user preferences. While promising, these approaches still …