A survey of knowledge enhanced pre-trained language models

L Hu, Z Liu, Z Zhao, L Hou, L Nie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Pre-trained Language Models (PLMs) which are trained on large text corpus via self-
supervised learning method, have yielded promising performance on various tasks in …

Unifying large language models and knowledge graphs: A roadmap

S Pan, L Luo, Y Wang, C Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Large language models (LLMs), such as ChatGPT and GPT4, are making new waves in the
field of natural language processing and artificial intelligence, due to their emergent ability …

LLaMA-E: Empowering E-commerce Authoring with Multi-Aspect Instruction Following

K Shi, X Sun, D Wang, Y Fu, G Xu, Q Li - arxiv preprint arxiv:2308.04913, 2023 - arxiv.org
E-commerce authoring involves creating attractive, abundant, and targeted promotional
content to drive product sales. The emergence of large language models (LLMs) introduces …