Emergent autonomous scientific research capabilities of large language
models

Emergent autonomous scientific research capabilities of large language models

11 April 2023

Daniil A. Boiko

Papers citing "Emergent autonomous scientific research capabilities of large language models"

19 / 19 papers shown

Title
Assessing Collective Reasoning in Multi-Agent LLMs via Hidden Profile Tasks Yuxuan Li Aoi Naito Hirokazu Shirado LLMAG 13 1 0 15 May 2025
S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment J. Haase P. Hanel Sebastian Pokutta LRM 31 1 0 14 May 2025
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 34 0 0 14 May 2025
Benchmarking LLMs' Swarm intelligence Kai Ruan Mowen Huang Ji-Rong Wen Hao Sun 51 0 0 07 May 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Chang Han Low Chang Han Low Xihong Yang Qiaxuan Li Yueming Jin LRM 70 2 0 21 Mar 2025
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing Yayati Jadhav P. Pak Amir Barati Farimani AI4CE 86 9 0 26 Aug 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 30 17 0 25 Mar 2024
LLM Agents can Autonomously Hack Websites Richard Fang R. Bindu Akul Gupta Qiusi Zhan Daniel Kang LLMAG 27 51 0 06 Feb 2024
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan Ben Bucknall Herbie Bradley David M. Krueger 16 6 0 22 Dec 2023
AI capabilities can be significantly improved without expensive retraining Tom Davidson Jean-Stanislas Denain Pablo Villalobos Guillem Bas OffRL VLM 26 26 0 12 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation Shenzhi Wang Chang Liu Zilong Zheng Siyuan Qi Shuo Chen Qisen Yang Andrew Zhao Chaofei Wang Shiji Song Gao Huang LLMAG 37 66 0 02 Oct 2023
Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence Navid Ghaffarzadegan A. Majumdar Ross Williams Niyousha Hosseinichimeh LLMAG AI4CE 26 23 0 20 Sep 2023
Domain-specific ChatBots for Science using Embeddings Kevin G. Yager 48 8 0 15 Jun 2023
Language models can generate molecules, materials, and protein binding sites directly in three dimensions as XYZ, CIF, and PDB files Daniel Flam-Shepherd Alán Aspuru-Guzik 27 52 0 09 May 2023
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 27 51 0 20 Apr 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 49 443 0 23 Feb 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 372 12,081 0 04 Mar 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,616 0 18 Sep 2019