framework
active
framework:long-short-term-memory-lstmLong Short-Term Memory (LSTM)
Recurrent neural network architecture used alongside GRUs in numeric task experiments; MAS applied to concatenated h and c vectors.
Neighborhood — ranked by edge-count
Papers (1)
paper
- Model Alignment Searchmentions
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Vascular clamp's function: holding specific predictions stable over timescales longer than working memory.
- Operationalised as an LM adapting its behaviour when certain outcomes are fixed, indicating those outcomes were intended.
- Contentious concept operationalised behaviourally as consistent outputs of P or similar content when directly asked about P.
- Challenge of maintaining coherent persona or content over longer generated texts
- Transformer-based models like GPT-4, LaMDA, PaLM; assessed for GWT indicators.
- The ability of LLMs to monitor and evaluate their own reasoning, closely related to reflection.
- The capacity of Kimi K2.5 to evaluate its own internal emotional state when steered, used as a novel interpretability signal
- Related capability where LLMs correct their own outputs, studied via linear representations.