Entity Tracking
Cross-source consensus on Entity Tracking from 1 sources and 4 claims.
1 sources · 4 claims
Uses
How it works
Risks & contraindications
Comparisons
Highlighted claims
- Entity tracking requires maintaining latent entity and attribute states over long sequences. — Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity
- Standard dense self-attention is costly for long-sequence entity tracking because it scales at least quadratically with sequence length. — Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity
- Causal entity-tracking attention tends to concentrate most mass in local block-diagonal neighborhoods. — Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity
- Code reasoning is treated as partly entity-tracking-like because it involves variables, objects, functions, scopes, and update dependencies. — Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity