Scheduling Recursive Reasoning in Looped Transformers
cs.LG
Submitted: 2026-09-29
Updated: 2026-09-29
Terminology
Sources
- PonderNet: Learning to Ponder
- Lessons from the Trenches on Reproducible Evaluation of Language Models
- Training-Free Looped Transformers
- LoopMoE: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Training Verifiers to Solve Math Word Problems
- Universal Transformers
- Loop the Loopies!
- Adaptive Computation Time for Recurrent Neural Networks
- Measuring Massive Multitask Language Understanding
- Less is More: Recursive Reasoning with Tiny Networks
- Adam: A Method for Stochastic Optimization
- Encode, Think, Decode: Scaling test-time reasoning with recursive latent thoughts
- Sparse Layers are Critical to Scaling Looped Language Models
- Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex
- Adaptive Gradient Descent without Descent
- Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers
- GPQA: A Graduate-Level Google-Proof Q&A Benchmark
- Probabilistic Tiny Recursive Model
- LoopMTP: A looped transformer guided by latent multi-token prediction
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