What Matters for Latent Reasoning with Flow Matching
cs.LG, cs.CL
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Sources
- Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models
- Generative Recursive Reasoning
- Evaluating Large Language Models Trained on Code
- Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
- Compressed Chain of Thought: Efficient Reasoning Through Dense Representations
- Training Verifiers to Solve Math Word Problems
- How Do Latent Reasoning Methods Perform Under Weak and Strong Supervision?
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Implicit Chain of Thought Reasoning via Knowledge Distillation
- From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
- Are Latent Reasoning Models Easily Interpretable?
- The Llama 3 Herd of Models
- Continuous Latent Diffusion Language Model
- Thinking Tokens for Language Modeling
- Classifier-Free Diffusion Guidance
- Less is More: Recursive Reasoning with Tiny Networks
- Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
- The Illusion of Superposition? A Principled Analysis of Latent Thinking in Language Models
- Hierarchical Reasoning Model
- GTS: Inference-Time Scaling of Latent Reasoning with a Learnable Gaussian Thought Sampler
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