2024年9月26日 · Based on this, we propose a novel paradigm called Parallel Gated Network (PGN) as the new successor to RNN. PGN directly captures information from previous time …

(1) We propose a novel general paradigm called PGN as the new successor to RNN. It reduces the information propagation path to $\mathcal {O} (1)$, enabling better capture of long-term …

2024年12月2日 · 本文提出了一种名为并行门控网络（Parallel Gated Network，PGN）的新型通用范式，作为循环神经网络（Recurrent Neural Network，RNN）的继任者，并基于PGN设计了 …

Based on this, we propose a novel paradigm called Parallel Gated Network (PGN) as the new successor to RNN. PGN directly captures information from previous time steps through the …

2024年9月26日 · Based on this, we propose a novel paradigm called Parallel Gated Network (PGN) as the new successor to RNN. PGN directly captures information from previous time …

基于此，我们提出了一种称为并行门控网络（pgn）的新范式作为 rnn 的新继承者。 pgn 通过设计的历史信息提取（hie）层直接捕获先前时间步的信息，并利用门控机制将其选择并与当前时 …

2024年12月2日 · 本文提出了一种名为并行门控网络（Parallel Gated Network，PGN）的新型通用范式，作为循环神经网络（Recurrent Neural Network，RNN）的继任者，并基于PGN设计了 …

2025年1月23日 · 本文将介绍Pointer-Generator networks（PGN）模型，这是一种生成式语言模型，通过指针网络实现了序列到序列的转换，并结合了语言模型和生成器网络的优点，提升了生 …

Based on this, we propose a novel paradigm called Parallel Gated Network (PGN) as the new successor to RNN. PGN directly captures information from previous time steps through the …

Based on this, we propose a novel paradigm called Parallel Gated Network (PGN) as the new successor to RNN. PGN directly captures information from previous time steps through the …