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UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams

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Xia, Siyu,Zhang, Chenheng,Wu, Yanting,Li, Haoxuan,Chai, Jiajun,Wang, Xiaohan,Yin, Guojun,Lin, Wei
+3 more authors show fewer
Lin, Zhouchen,Zhang, Haifeng,Wang, Jun
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
published

Abstract

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Cite this paper

@article{siyu2026,
  title = {UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams},
  author = {Xia, Siyu and Zhang, Chenheng and Wu, Yanting and Li, Haoxuan and Chai, Jiajun and Wang, Xiaohan and Yin, Guojun and Lin, Wei and Lin, Zhouchen and Zhang, Haifeng and Wang, Jun},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
}