Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives

S Luo, W Chen, W Tian, R Liu, L Hou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Foundation models have indeed made a profound impact on various fields, emerging as
pivotal components that significantly shape the capabilities of intelligent systems. In the …

Unlocking Chain of Thought in Base Language Models by Heuristic Instruction

R Zhuang, B Wang, S Sun, Y Wang… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
Chain of thought (CoT) prompting drives complex reasoning in large language models
(LLMs), but remains scarcely explored for smaller Base Language Models (BLMs). We …