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Beyond Needle(s) in the Embodied Haystack: Environment, Architecture, and Training Considerations for Long Context Reasoning
Arxiv
0+阅读 · 2月19日
The Limits of Long-Context Reasoning in Automated Bug Fixing
Arxiv
0+阅读 · 2月17日
SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models
Arxiv
0+阅读 · 2月18日
Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
Arxiv
0+阅读 · 2月9日
Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models
Arxiv
0+阅读 · 2月10日
Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models
Arxiv
0+阅读 · 2月8日
RAP: KV-Cache Compression via RoPE-Aligned Pruning
Arxiv
0+阅读 · 2月10日
Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference
Arxiv
0+阅读 · 2月9日
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning
Arxiv
0+阅读 · 2月11日
RRAttention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference
Arxiv
0+阅读 · 2月5日
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards
Arxiv
0+阅读 · 2月5日
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
Arxiv
0+阅读 · 2月3日
VIRAL: Visual In-Context Reasoning via Analogy in Diffusion Transformers
Arxiv
0+阅读 · 2月3日
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning
Arxiv
0+阅读 · 1月15日
Who Gets Cited Most? Benchmarking Long-Context Reasoning on Scientific Articles
Arxiv
0+阅读 · 1月27日
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