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Academic · 1 min

Beyond Learning: A Training-Free Alternative to Model Adaptation

arXiv:2602.16189v1 Announce Type: new Abstract: Despite the continuous research and evolution of language models, they sometimes underperform previous versions. Existing approaches to overcome these challenges …

Namkyung Yoon, Kyeonghyun Yoo, Wooyong Jung, Sanghong Kim, Hwangnam Kim
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Academic · 1 min

Are LLMs Ready to Replace Bangla Annotators?

arXiv:2602.16241v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly used as automated annotators to scale dataset creation, yet their reliability as unbiased annotators--especially …

Md. Najib Hasan, Touseef Hasan, Souvika Sarkar
8 views
Academic · 1 min

MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks

arXiv:2602.16313v1 Announce Type: new Abstract: Existing evaluations of agents with memory typically assess memorization and action in isolation. One class of benchmarks evaluates memorization by …

Zexue He, Yu Wang, Churan Zhi, Yuanzhe Hu, Tzu-Ping Chen, Lang Yin, Ze Chen, Tong Arthur Wu, Siru Ouyang, Zihan Wang, Jiaxin Pei, Julian McAuley, Yejin Choi, Alex Pentland
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Academic · 1 min

BamaER: A Behavior-Aware Memory-Augmented Model for Exercise Recommendation

arXiv:2602.15879v1 Announce Type: new Abstract: Exercise recommendation focuses on personalized exercise selection conditioned on students' learning history, personal interests, and other individualized characteristics. Despite notable …

Qing Yang, Yuhao Jiang, Rui Wang, Jipeng Guo, Yejiang Wang, Xinghe Cheng, Zezheng Wu, Jiapu Wang, Jingwei Zhang
6 views