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upvoted 3 papers 2 days ago

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

Paper • 2512.23447 • Published 9 days ago • 93

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

Paper • 2512.24617 • Published 7 days ago • 53

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

Paper • 2512.23959 • Published 8 days ago • 89

upvoted 2 papers 9 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 13 days ago • 14

upvoted 2 papers 14 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 19 days ago • 202

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

Paper • 2512.19134 • Published 16 days ago • 31

upvoted a paper 15 days ago

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

Paper • 2512.16041 • Published 20 days ago • 32

upvoted 3 papers 21 days ago

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

Paper • 2512.12967 • Published 23 days ago • 103

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

Paper • 2512.09636 • Published 28 days ago • 25

Memory in the Age of AI Agents

Paper • 2512.13564 • Published 22 days ago • 131

upvoted an article 23 days ago

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Article

What makes good reasoning data

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Oct 30, 2025

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43

upvoted a paper 26 days ago

DeepCode: Open Agentic Coding

Paper • 2512.07921 • Published 29 days ago • 31

upvoted 2 papers 30 days ago

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

Paper • 2512.04987 • Published Dec 4, 2025 • 76

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 150

upvoted 5 papers about 1 month ago

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published Dec 3, 2025 • 47

SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs

Paper • 2512.00722 • Published Nov 30, 2025 • 15

LFM2 Technical Report

Paper • 2511.23404 • Published Nov 28, 2025 • 42

Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models

Paper • 2511.23319 • Published Nov 28, 2025 • 22

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 117