Periscope: Extending Frozen Language Models Beyond Their Context Window

cs.CL, cs.IR, cs.LG

Submitted: 2026-10-02

Updated: 2026-10-02

Code: https://github.com/mohammad2012191/Periscope

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Extending Context Window of Large Language Models via Positional Interpolation
• GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs
• Mamba: Linear-Time Sequence Modeling with Selective State Spaces
• RULER: What's the Real Context Size of Your Long-Context Language Models?
• Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
• MiniMax-01: Scaling Foundation Models with Lightning Attention
• DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
• JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
• OBLIQ-Bench: Exposing Overlooked Bottlenecks in Modern Retrievers with Latent and Implicit Queries
• Qwen3 Technical Report
• LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

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