Sequence architectures and attention · MLD-0122
Bidirectional RNN
A recurrent model combining forward and backward passes over a sequence.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Encode a fully available sentence.
Original caveat
It cannot use unseen future input in causal streaming.
Context and aliases
Level: Intermediate. Stages: Training · Inference · Theory.
Tags: DL · SLM · LLM · NLP.
Aliases: BiRNN.
Related concepts
Original references
- Attention Is All You Need ↗ · Consulted
- Transformers glossary ↗ · Consulted
- PyTorch neural-network layers ↗ · Reference link
- Original reference URL ↗