@misc{dl3-a02-1, title = {RoFormer: Enhanced Transformer with Rotary Position Embedding}, author = {Jianlin Su and Yu Lu and Shengfeng Pan and Ahmed Murtadha and Bo Wen and Yunfeng Liu}, year = {2021}, url = {https://arxiv.org/abs/2104.09864}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2104.09864}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a02-2, title = {Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation}, author = {Ofir Press and Noah A. Smith and Mike Lewis}, year = {2021}, url = {https://arxiv.org/abs/2108.12409}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2108.12409}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a02-3, title = {Extending Context Window of Large Language Models via Positional Interpolation}, author = {Shouyuan Chen and Sherman Wong and Liangjian Chen and Yuandong Tian}, year = {2023}, url = {https://arxiv.org/abs/2306.15595}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2306.15595}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a02-4, title = {YaRN: Efficient Context Window Extension of Large Language Models}, author = {Bowen Peng and Jeffrey Quesnelle and Honglu Fan and Enrico Shippole}, year = {2023}, url = {https://arxiv.org/abs/2309.00071}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2309.00071}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a02-5, title = {Lost in the Middle: How Language Models Use Long Contexts}, author = {Nelson F. Liu and Kevin Lin and John Hewitt and Ashwin Paranjape and Michele Bevilacqua and Fabio Petroni and Percy Liang}, year = {2023}, url = {https://arxiv.org/abs/2307.03172}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2307.03172}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} } @misc{dl3-a02-6, title = {Exploring Length Generalization in Large Language Models}, author = {Cem Anil and Yuhuai Wu and Anders Andreassen and Aitor Lewkowycz and Vedant Misra and Vinay Ramasesh and Ambrose Slone and Guy Gur-Ari and Ethan Dyer and Behnam Neyshabur}, year = {2022}, url = {https://arxiv.org/abs/2207.04901}, howpublished = {arXiv primary author manuscript}, archivePrefix = {arXiv}, eprint = {2207.04901}, note = {Cited author-manuscript edition; peer review is not inferred from arXiv} }