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upvoted 2 papers 7 days ago

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published 11 days ago • 159

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 11 days ago • 35

upvoted a paper 8 days ago

Token-Level LLM Collaboration via FusionRoute

Paper • 2601.05106 • Published 12 days ago • 39

upvoted a paper 12 days ago

MiMo-V2-Flash Technical Report

Paper • 2601.02780 • Published 14 days ago • 32

upvoted 3 papers 15 days ago

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published 22 days ago • 94

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 20 days ago • 58

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 21 days ago • 105

upvoted 2 papers 22 days ago

F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data

Paper • 2510.02294 • Published Oct 2, 2025 • 45

C2LLM Technical Report: A New Frontier in Code Retrieval via Adaptive Cross-Attention Pooling

Paper • 2512.21332 • Published 27 days ago • 14

upvoted 2 papers 27 days ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 208

QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published 29 days ago • 31

upvoted a paper 28 days ago

Are We on the Right Way to Assessing LLM-as-a-Judge?

Paper • 2512.16041 • Published Dec 17, 2025 • 32

upvoted 3 papers about 1 month ago

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Paper • 2512.12967 • Published Dec 15, 2025 • 106

MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment

Paper • 2512.09636 • Published Dec 10, 2025 • 25

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 143

upvoted an article about 1 month ago

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Article

What makes good reasoning data

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Oct 30, 2025

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43

upvoted 3 papers about 1 month ago

DeepCode: Open Agentic Coding

Paper • 2512.07921 • Published Dec 8, 2025 • 32

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 78

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 154

upvoted a paper about 2 months ago

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published Dec 3, 2025 • 47