Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

Lin Yuan, Jun Xu, Honghao Gui, Mengshu Sun, Zhiqiang Zhang, Lei Liang, Jun Zhou

AAAI 2025 pp. 25787-25795

doi:10.1609/AAAI.V39I24.34771 /aaai/2025/yuan2025aaai-improving/

Cite

Text

Yuan et al. "Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I24.34771

Markdown

[Yuan et al. "Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/yuan2025aaai-improving/) doi:10.1609/AAAI.V39I24.34771

BibTeX

@inproceedings{yuan2025aaai-improving,
  title     = {{Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis}},
  author    = {Yuan, Lin and Xu, Jun and Gui, Honghao and Sun, Mengshu and Zhang, Zhiqiang and Liang, Lei and Zhou, Jun},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {25787-25795},
  doi       = {10.1609/AAAI.V39I24.34771},
  url       = {https://mlanthology.org/aaai/2025/yuan2025aaai-improving/}
}