CLLMs: Consistency Large Language Models (AI summary)

Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang

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LLM In-Context Recall is Prompt Dependent (AI summary)

Daniel Machlab, Rick Battle

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The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey (AI summary)

Tula Masterman, Sandi Besen, Mason Sawtell, Alex Chao

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AlphaMath Almost Zero: process Supervision without process (AI summary)

Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan

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Reducing hallucination in structured outputs via Retrieval-Augmented Generation (AI summary)

Patrice Béchard, Orlando Marquez Ayala

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The Illusion of State in State-Space Models (AI summary)

William Merrill, Jackson Petty, Ashish Sabharwal

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DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model (AI summary)

DeepSeek-AI

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A Survey on Retrieval-Augmented Text Generation for Large Language Models (AI summary)

Yizheng Huang, Jimmy Huang

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How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior (AI summary)

Kevin Wu, Eric Wu, James Zou

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xLSTM: Extended Long Short-Term Memory (AI summary)

Maximilian Beck, Korbinian Pöppel, Markus Spanring, Andreas Auer, Oleksandra Prudnikova, Michael Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter

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