Shuming Ma

Language Is Not All You Need: Aligning Perception with Language Models

Shaohan Huang, Dong Li, Wenhui Wang et al. · arXiv (Cornell University) · 2023 · 164 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Global Encoding for Abstractive Summarization

Junyang Lin, Xu Sun, Shuming Ma et al. · 2018 · 154 citations · Full text

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers

Damai Dai, Yutao Sun, Dong Li et al. · 2023 · 135 citations · Full text

Artificial Intelligence, Learn In-context, Llm Fine-tuning +19

Kosmos-2: Grounding Multimodal Large Language Models to the World

Zhiliang Peng, Wenhui Wang, Li Dong et al. · arXiv (Cornell University) · 2023 · 130 citations · Full text

Engineering, Phrase Grounding, Large Language Model +17

Retentive Network: A Successor to Transformer for Large Language Models

Yutao Sun, Li Dong, Shaohan Huang et al. · arXiv (Cornell University) · 2023 · 107 citations · Full text

Structured Prediction, Engineering, Machine Learning +20