Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory
Sen Hu, Yuxiang Wei, Jiaxin Ran, Xueran Han, Zhiyuan Yao, Huacan Wang, Ronghao Chen, Lei Zou
- Anthology ID:
- 2026.acl-long.1232
- Volume:
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Month:
- July
- Year:
- 2026
- Address:
- San Diego, California, United States
- Editors:
- Maria Liakata, Viviane P. Moreira, Jiajun Zhang, David Jurgens
- Venue:
- ACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 26758–26782
- Language:
- URL:
- https://preview.aclanthology.org/ingest-acl/2026.acl-long.1232/
- DOI:
- Cite (ACL):
- Sen Hu, Yuxiang Wei, Jiaxin Ran, Xueran Han, Zhiyuan Yao, Huacan Wang, Ronghao Chen, and Lei Zou. 2026. Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 26758–26782, San Diego, California, United States. Association for Computational Linguistics.
- Cite (Informal):
- Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory (Hu et al., ACL 2026)
- PDF:
- https://preview.aclanthology.org/ingest-acl/2026.acl-long.1232.pdf