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upvoted 3 papers 7 days ago

EntroPE: Entropy-Guided Dynamic Patch Encoder for Time Series Forecasting

Paper • 2509.26157 • Published Sep 30, 2025 • 4

Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders

Paper • 2610.17771 • Published 9 days ago • 80

Share the Symbol, Not the Vector: Training-Free Fact Communication Across Language Models

Paper • 2610.19696 • Published 8 days ago • 21

upvoted a paper 8 days ago

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

Paper • 2610.18860 • Published 9 days ago • 139

upvoted a paper 14 days ago

UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation

Paper • 2610.09823 • Published 15 days ago • 198

upvoted a paper 22 days ago

MacTok: Robust Continuous Tokenization for Image Generation

Paper • 2603.29634 • Published Mar 31 • 2

upvoted 3 papers 23 days ago

USS: Unified Spatial-Semantic Prompts for Embodied Visual Tracking with Latent Dynamics Learning

Paper • 2606.25880 • Published Jun 24 • 18

Measuring Collapse and Correction in Homogeneous-Panel LLM Debate

Paper • 2609.35279 • Published 24 days ago • 5

Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation

Paper • 2609.35347 • Published 24 days ago • 182

upvoted a paper 3 months ago

Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

Paper • 2607.19064 • Published Jul 21 • 78

upvoted a paper 5 months ago

The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs

Paper • 2605.08737 • Published May 9 • 3

upvoted a paper 9 months ago

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

Paper • 2601.21937 • Published Jan 29 • 20

upvoted 8 papers about 1 year ago

COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes

Paper • 2510.14763 • Published Oct 16, 2025 • 14

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

Paper • 2510.14616 • Published Oct 16, 2025 • 13

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22, 2025 • 22

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30, 2025 • 49

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 70

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification

Paper • 2509.23061 • Published Sep 27, 2025 • 7

WirelessMathLM: Teaching Mathematical Reasoning for LLMs in Wireless Communications with Reinforcement Learning

Paper • 2509.23219 • Published Sep 27, 2025 • 19