Title
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Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Yuhua Jiang Shuang Cheng Yihao Liu Ermo Hua Che Jiang Weigao Sun Yu Cheng Feifei Gao Biqing Qi Bowen Zhou 64 0 0 30 Oct 2025
Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data Haoran Deng Yingyu Lin Zhenghao Lin Xiao Liu Yizhou Sun Yi-An Ma Yeyun Gong 104 0 0 29 Oct 2025
Optimizing Retrieval for RAG via Reinforced Contrastive Learning Jiawei Zhou Lei Chen 127 1 0 28 Oct 2025
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Capability Ceilings in Autoregressive Language Models: Empirical Evidence from Knowledge-Intensive Tasks Javier Marín 68 0 0 23 Oct 2025
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BitMar: Low-Bit Multimodal Fusion with Episodic Memory for Edge Devices Euhid Aman Esteban Carlin Hsing-Kuo Pao Giovanni Beltrame Ghaluh Indah Permata Sari Yie-Tarng Chen 100 0 0 12 Oct 2025
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KEO: Knowledge Extraction on OMIn via Knowledge Graphs and RAG for Safety-Critical Aviation Maintenance Kuangshi Ai Jonathan A. Karr Jr. Meng Jiang Nitesh Chawla Chaoli Wang 136 0 0 07 Oct 2025
Valid Stopping for LLM Generation via Empirical Dynamic Formal Lift Sanjeda Akter Ibne Farabi Shihab Anuj Sharma 112 0 0 07 Oct 2025
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FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering Yitao Long Tiansheng Hu Yilun Zhao Arman Cohan Chen Zhao HILM AIFin 172 0 0 07 Oct 2025
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