LLaMA-Omni: Seamless Speech Interaction with Large Language Models (AI summary)

Qingkai Fang, Shoutao Guo, Yan Zhou, Zhengrui Ma, Shaolei Zhang, Yang Feng

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LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench

Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati

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What is the Role of Small Models in the LLM Era: A Survey (AI summary)

Lihu Chen, Gaël Varoquaux

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Agent Workflow Memory (AI summary)

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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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