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upvoted a paper 3 days ago

AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts

Paper • 2601.20730 • Published 4 days ago • 18

upvoted a paper 7 days ago

TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization

Paper • 2601.16480 • Published 10 days ago • 50

upvoted 2 papers 10 days ago

EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience

Paper • 2601.15876 • Published 11 days ago • 89

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding

Paper • 2601.14724 • Published 12 days ago • 74

upvoted a paper 12 days ago

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

Paper • 2601.13836 • Published 13 days ago • 34

upvoted a paper 13 days ago

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development

Paper • 2601.11077 • Published 17 days ago • 64

upvoted 2 papers 26 days ago

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

Paper • 2512.04987 • Published Dec 4, 2025 • 80

MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization

Paper • 2601.01554 • Published 29 days ago • 57

upvoted a paper 6 months ago

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21, 2025 • 36