Pengfei Liu

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Pengfei Liu, Weizhe Yuan, Jinlan Fu et al. · arXiv (Cornell University) · 2021 · 513 citations · Full text

Structured Prediction, Engineering, Machine Learning +23

BARTScore: Evaluating Generated Text as Text Generation

Weizhe Yuan, Graham Neubig, Pengfei Liu · arXiv (Cornell University) · 2021 · 318 citations · Full text

Nlp Applications, Engineering, Machine Learning +17

GSum: A General Framework for Guided Neural Abstractive Summarization

Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi et al. · 2021 · 199 citations · Full text

Engineering, Entity Summarization, Language Processing +18

LIMA: Less Is More for Alignment

Chunting Zhou, Pengfei Liu, Puxin Xu et al. · arXiv (Cornell University) · 2023 · 125 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +20

PAL: Program-aided Language Models

Luyu Gao, Aman Madaan, Shuyan Zhou et al. · arXiv (Cornell University) · 2022 · 104 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +20