TY - UNPB ID - dl3-a02-1 TI - RoFormer: Enhanced Transformer with Rotary Position Embedding AU - Jianlin Su AU - Yu Lu AU - Shengfeng Pan AU - Ahmed Murtadha AU - Bo Wen AU - Yunfeng Liu PY - 2021 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2104.09864 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER - TY - UNPB ID - dl3-a02-2 TI - Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation AU - Ofir Press AU - Noah A. Smith AU - Mike Lewis PY - 2021 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2108.12409 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER - TY - UNPB ID - dl3-a02-3 TI - Extending Context Window of Large Language Models via Positional Interpolation AU - Shouyuan Chen AU - Sherman Wong AU - Liangjian Chen AU - Yuandong Tian PY - 2023 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2306.15595 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER - TY - UNPB ID - dl3-a02-4 TI - YaRN: Efficient Context Window Extension of Large Language Models AU - Bowen Peng AU - Jeffrey Quesnelle AU - Honglu Fan AU - Enrico Shippole PY - 2023 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2309.00071 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER - TY - UNPB ID - dl3-a02-5 TI - Lost in the Middle: How Language Models Use Long Contexts AU - Nelson F. Liu AU - Kevin Lin AU - John Hewitt AU - Ashwin Paranjape AU - Michele Bevilacqua AU - Fabio Petroni AU - Percy Liang PY - 2023 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2307.03172 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER - TY - UNPB ID - dl3-a02-6 TI - Exploring Length Generalization in Large Language Models AU - Cem Anil AU - Yuhuai Wu AU - Anders Andreassen AU - Aitor Lewkowycz AU - Vedant Misra AU - Vinay Ramasesh AU - Ambrose Slone AU - Guy Gur-Ari AU - Ethan Dyer AU - Behnam Neyshabur PY - 2022 T2 - arXiv primary author manuscript UR - https://arxiv.org/abs/2207.04901 N1 - Original arXiv bibliographic record and abstract inspected on 2026-10-28; full proof and source experiments not independently audited. ER -