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 "citation": "@article{weston2015aicompleteqa,\n      title={Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks},\n      author={Jason Weston and Antoine Bordes and Sumit Chopra and Alexander M. Rush and Bart van Merriënboer and Armand Joulin and Tomas Mikolov},\n      year={2015},\n      eprint={1502.05698},\n      archivePrefix={arXiv},\n      primaryClass={cs.AI},\n      url={https://arxiv.org/abs/1502.05698},\n}\n\n@article{li2026horizonbench,\n      title={HorizonBench: Long-Horizon Personalization with Evolving Preferences},\n      author={Shuyue Stella Li and Bhargavi Paranjape and Kerem Oktar and Zhongyao Ma and Gelin Zhou and Lin Guan and Na Zhang and Sem Park and Lin Chen and Diyi Yang and Yulia Tsvetkov and Asli Celikyilmaz},\n      year={2026},\n      eprint={2604.17283},\n      archivePrefix={arXiv},\n      primaryClass={cs.CL},\n      url={https://arxiv.org/abs/2604.17283},\n}\n\n@article{kim2026largelanguagemodelsup,\n      title={Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams},\n      author={Jiyeon Kim and Hyunji Lee and Dylan Zhou and Sue Hyun Park and Seunghyun Yoon and Trung Bui and Franck Dernoncourt and Sungmin Cha and Minjoon Seo},\n      year={2026},\n      eprint={2603.07392},\n      archivePrefix={arXiv},\n      primaryClass={cs.CL},\n      url={https://arxiv.org/abs/2603.07392},\n}",
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