In Defense of RAG in the Era of Long-Context Language Models (AI summary)
Tan Yu, Anbang Xu, Rama Akkiraju
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Training Language Models to Self-Correct via Reinforcement Learning (AI summary)
Aviral Kumar, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M Zhang, Kay McKinney, Disha Shrivastava, Cosmin Paduraru, George Tucker, Doina Precup, Feryal Behbahani, Aleksandra Faust
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A Practitioner's Guide to Continual Multimodal Pretraining (AI summary)
Karsten Roth, Vishaal Udandarao, Sebastian Dziadzio, Ameya Prabhu, Mehdi Cherti, Oriol Vinyals, Olivier Hénaff, Samuel Albanie, Matthias Bethge, Zeynep Akata
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Text2SQL is Not Enough: Unifying AI and Databases with TAG (AI summary)
Asim Biswal, Liana Patel, Siddarth Jha, Amog Kamsetty, Shu Liu, Joseph E. Gonzalez, Carlos Guestrin, Matei Zaharia
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ReMamba: Equip Mamba with Effective Long-Sequence Modeling (AI summary)
Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan Zhao
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Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model (AI summary)
Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
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Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling (AI summary)
Hritik Bansal, Arian Hosseini, Rishabh Agarwal, Vinh Q. Tran, Mehran Kazemi
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Persuasion Games using Large Language Models (AI summary)
Ganesh Prasath Ramani, Shirish Karande, Santhosh V, Yash Bhatia
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AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems (AI summary)
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
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Agentic Retrieval-Augmented Generation for Time Series Analysis (AI summary)
Chidaksh Ravuru, Sagar Srinivas Sakhinana, Venkataramana Runkana
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