technique
latent chain-of-thought
techniqueactiveprovisional
latent-chain-of-thought-b95c9651·1 events·first seen 22d agoAliases: latent chain-of-thought
Co-occurring entities
More like this (12)
chain-of-thought monitoringlatent reasoningchain-of-thought promptingChain-of-Thought ReasoningChain-of-Thought Self-ConsistencyAgentic Chain-of-Thought SteeringBeyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning ModelsChain-of-Thought Fine-Tuninglatent communicationAgentic Chain-of-Thought Steering for Efficient and Controllable LLM ReasoningOpen Chain of Thought Leaderboardchain-of-thought training data generation
Recent events (1)
STORM: Internalized Spatial-Temporal Reasoning for Video-Language Models via Latent Trajectories
STORMS is a two-stage training framework that teaches large vision-language models to perform spatial-temporal video reasoning through bounded continuous latent trajectories rather than explicit textual chain-of-thought, keyframe selection, or external tool use. In Stage I, latent tokens are aligned with thought-video representations derived from generated videos; in Stage II, answer-only supervision internalizes the reasoning process. At inference time, no video regeneration or frame reinsertion is required, reducing latency and engineering complexity. Evaluations on VideoMME, MVBench, TempCompass, and MMVU show improved accuracy with substantially lower inference overhead versus tool-based pipelines.