AlphaMath Almost Zero: process Supervision without process (AI summary)
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Reducing hallucination in structured outputs via Retrieval-Augmented Generation (AI summary)
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The Illusion of State in State-Space Models (AI summary)
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DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model (AI summary)
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A Survey on Retrieval-Augmented Text Generation for Large Language Models (AI summary)
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How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior (AI summary)
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xLSTM: Extended Long Short-Term Memory (AI summary)
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Chinchilla Scaling: A replication attempt (AI summary)
Tamay Besiroglu, Ege Erdil, Matthew Barnett, Josh You
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Best Practices and Lessons Learned on Synthetic Data for Language Models (AI summary)
Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai
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Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought (AI summary)
Jooyoung Lee, Fan Yang, Thanh Tran, Qian Hu, Emre Barut, Kai-Wei Chang, Chengwei Su
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