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Agent Workflow Memory (AI summary)
Zora Zhiruo Wang, Jiayuan Mao, Daniel Fried, Graham Neubig
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Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers (AI summary)
Chenglei Si, Diyi Yang, Tatsunori Hashimoto
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Jailbreaking Large Language Models with Symbolic Mathematics(AI summary)
Emet Bethany, Mazal Bethany, Juan Arturo Nolazco Flores, Sumit Kumar Jha, Peyman Najafirad
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Large Language Model-Based Agents for Software Engineering: A Survey (AI summary)
Junwei Liu, Kaixin Wang, Yixuan Chen, Xin Peng, Zhenpeng Chen, Lingming Zhang, Yiling Lou
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Schrodinger's Memory: Large Language Models (AI summary)
Wei Wang, Qing Li
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Beyond Preferences in AI Alignment (AI summary)
Tan Zhi-Xuan, Micah Carroll, Matija Franklin, Hal Ashton
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Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning (AI summary)
Santosh Kumar Radha, Yasamin Nouri Jelyani, Ara Ghukasyan, Oktay Goktas
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Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models (AI summary)
Jinyang Wu, Feihu Che, Chuyuan Zhang, Jianhua Tao, Shuai Zhang, Pengpeng Shao
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A Comprehensive Evaluation of Quantized Instruction-Tuned Large Language Models: An Experimental Analysis up to 405B (AI summary)
Jemin Lee, Sihyeong Park, Jinse Kwon, Jihun Oh, Yongin Kwon
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MemLong: Memory-Augmented Retrieval for Long Text Modeling (AI summary)
Weijie Liu, Zecheng Tang, Juntao Li, Kehai Chen, Min Zhang
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