Recirculation
cs.LG
Submitted: 2026-08-18
Updated: 2026-08-28
Terminology
Sources
- Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
- Modeling Language as a Sequence of Thoughts
- Training-Free Looped Transformers
- Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
- Adapting Language Models to Compress Contexts
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Training Verifiers to Solve Math Word Problems
- The Collaboration Gap: Exploration and Benchmarking of Open-World Agentic Cooperation
- Addressing Some Limitations of Transformers with Feedback Memory
- Catch Your Breath: Adaptive Computation for Self-Paced Sequence Production
- Gemma: Open Models Based on Gemini Research and Technology
- Semantic Tube Prediction: Beating LLM Data Efficiency with JEPA
- Scalable Adaptive Computation for Iterative Generation
- Less is More: Recursive Reasoning with Tiny Networks
- CooperBench: Why Coding Agents Cannot be Your Teammates Yet
- Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
- Encode, Think, Decode: Scaling test-time reasoning with recursive latent thoughts
- LLMs Get Lost In Multi-Turn Conversation
- Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs
- The Serial Scaling Hypothesis
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- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
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