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upvoted 10 papers about 15 hours ago

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment

Paper • 2510.07743 • Published Oct 9, 2025 • 10

RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data

Paper • 2505.19030 • Published May 25, 2025 • 1

Scaling Towards the Information Boundary of Instruction Set: InfinityInstruct-Subject Technical Report

Paper • 2507.06968 • Published Jul 9, 2025 • 1

EvoSyn: Generalizable Evolutionary Data Synthesis for Verifiable Learning

Paper • 2510.17928 • Published Oct 20, 2025 • 4

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 130

Direct Multi-Token Decoding

Paper • 2510.11958 • Published Oct 13, 2025 • 8

Plan, Verify and Fill: A Structured Parallel Decoding Approach for Diffusion Language Models

Paper • 2601.12247 • Published 8 days ago • 1

From Bits to Rounds: Parallel Decoding with Exploration for Diffusion Language Models

Paper • 2511.21103 • Published Nov 26, 2025 • 1

Learning to Parallel: Accelerating Diffusion Large Language Models via Adaptive Parallel Decoding

Paper • 2509.25188 • Published Sep 29, 2025 • 3

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models

Paper • 2509.20624 • Published Sep 24, 2025 • 1

upvoted 9 papers about 16 hours ago

Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published Oct 16, 2025 • 42

d^2Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching

Paper • 2509.23094 • Published Sep 27, 2025 • 5

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12, 2025 • 75

SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning

Paper • 2505.11484 • Published May 16, 2025 • 6

SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Paper • 2502.12134 • Published Feb 17, 2025 • 3

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

Paper • 2505.15778 • Published May 21, 2025 • 19

Pretraining Language Models to Ponder in Continuous Space

Paper • 2505.20674 • Published May 27, 2025 • 3

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 223

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 45

upvoted a collection about 20 hours ago

TINY MODELS WITH BIG INTELLIGENCE

Collection

Tiny (<30B) models that tend to outperform their same-parameter counterparts. • 7 items • Updated about 20 hours ago • 1