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1. LongHeads LongHeads Public

   [EMNLP'24] LongHeads: Multi-Head Attention is Secretly a Long Context Processor

   Python 32 1

2. DPE DPE Public

   [COLM'25] DPE: Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation

   Python 12

3. TDAR TDAR Public

   Advancing Block Diffusion Language Models for Test-Time Scaling

   Python 16

4. Leooyii/LCEG Leooyii/LCEG Public

   [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs

   Python 65 4

5. TextMixer TextMixer Public

   [EMNLP'23] TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference

   Python 2

6. meituan-longcat/R-HORIZON meituan-longcat/R-HORIZON Public

   [ICLR'26] R-HORIZON: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

   Python 26 3