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upvoted 2 papers 3 months ago

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets

Paper • 2604.22294 • Published Apr 24 • 18

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published Apr 24 • 231

liked a dataset 3 months ago

openai/gsm8k

Benchmark • Updated Mar 23 • 17.6k • 961k • 1.45k

upvoted 2 papers 3 months ago

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Paper • 2604.11626 • Published Apr 13 • 103

InCoder-32B-Thinking: Industrial Code World Model for Thinking

Paper • 2604.03144 • Published Apr 3 • 239

upvoted 5 papers 5 months ago

HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation

Paper • 2602.18283 • Published Feb 20 • 57

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published Feb 10 • 201

Chain of Mindset: Reasoning with Adaptive Cognitive Modes

Paper • 2602.10063 • Published Feb 10 • 75

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

Paper • 2602.08990 • Published Feb 9 • 84

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 191

upvoted 3 papers 6 months ago

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published Jan 28 • 183

TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers

Paper • 2601.14133 • Published Jan 20 • 61

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 215

upvoted 4 papers 10 months ago

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs

Paper • 2509.22220 • Published Sep 26, 2025 • 66

SWE-QA: Can Language Models Answer Repository-level Code Questions?

Paper • 2509.14635 • Published Sep 18, 2025 • 35

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

Paper • 2509.16198 • Published Sep 19, 2025 • 129

MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML

Paper • 2509.06806 • Published Sep 8, 2025 • 65

upvoted 2 papers about 1 year ago

Table-R1: Inference-Time Scaling for Table Reasoning

Paper • 2505.23621 • Published May 29, 2025 • 93

Towards Understanding Camera Motions in Any Video

Paper • 2504.15376 • Published Apr 21, 2025 • 157

upvoted a paper over 1 year ago

SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models

Paper • 2503.07605 • Published Mar 10, 2025 • 66