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upvoted a paper 1 day ago

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Paper • 2601.06021 • Published 4 days ago • 37

upvoted 3 papers 3 months ago

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models

Paper • 2510.11683 • Published Oct 13, 2025 • 14

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9, 2025 • 24

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 53

upvoted a paper 4 months ago

SIRI: Scaling Iterative Reinforcement Learning with Interleaved Compression

Paper • 2509.25176 • Published Sep 29, 2025 • 13

upvoted a paper 7 months ago

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published Jun 23, 2025 • 56

upvoted a collection 7 months ago

OpenSAE-LLaMA-3.1-8B

Collection

OpenSAE checkpoints for LLaMA 3.1 8B base model • 38 items • Updated Jan 29, 2025 • 5

upvoted 2 papers 7 months ago

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

Paper • 2506.04141 • Published Jun 4, 2025 • 29

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis

Paper • 2506.04142 • Published Jun 4, 2025 • 27

upvoted a paper 8 months ago

Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29, 2025 • 24

upvoted a paper over 1 year ago

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents

Paper • 2409.03512 • Published Sep 5, 2024 • 29