7 citations · 16 across the 4 of their papers we have counts for
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cs.CL2026
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory
Han Zhang, Zihao Tang, Xin Yu +8
In existing memory benchmarks for Large Language Models (LLMs), the evaluated dialogue sessions often lack long-term semantic consistency, and the underlying personas tend to be fl…
cs.CL2021★ 2 cited
Augmented Abstractive Summarization With Document-LevelSemantic Graph
Qiwei Bi, Haoyuan Li, Kun Lu +1
Previous abstractive methods apply sequence-to-sequence structures to generate summary without a module to assist the system to detect vital mentions and relationships within a doc…