Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research

6 December 2023

Papers citing "Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research"

30 / 30 papers shown

Title
From Theory to Practice: Advancing Multi-Robot Path Planning Algorithms and Applications Teng Guo 62 0 0 11 Jun 2025
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4 Microsoft Research AI4Science Microsoft Quantum LM&MA ELM 69 116 0 13 Nov 2023
Can large language models provide useful feedback on research papers? A large-scale empirical analysis Weixin Liang Yuhui Zhang Hancheng Cao Binglu Wang Daisy Ding ... Siyu He D. Smith Yian Yin Daniel A. McFarland James Y. Zou ALM LM&MA 72 140 0 03 Oct 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 102 924 0 14 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 81 9 0 07 Sep 2023
GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study Zachary Robertson 33 22 0 16 Jun 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence Yi Xu Shuqian Sheng Bo Xue Luoyi Fu Xinbing Wang Cheng Zhou 46 8 0 04 Jun 2023
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents Yiran Wu Feiran Jia Shaokun Zhang Han-Tai Li Erkang Zhu Yue Wang Y. Lee Richard Peng Qingyun Wu Chi Wang LLMAG 69 53 0 02 Jun 2023
Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems Stefan Kramer Mattia Cerrato Jannis Brugger Sašo Džeroski Ross King 64 12 0 03 May 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 69 308 0 12 Apr 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 55 52 0 09 Apr 2023
Can ChatGPT be used to generate scientific hypotheses? Yang Jeong Park Daniel Kaplan Zhichu Ren Chia-Wei Hsu Changhao Li Haowei Xu Sipei Li Ju Li LRM 55 40 0 30 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 117 796 0 20 Mar 2023
ChatGPT Participates in a Computer Science Exam Sebastian Bordt U. V. Luxburg ELM 56 41 0 08 Mar 2023
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 107 392 0 18 Aug 2022
Machine Learning Operations (MLOps): Overview, Definition, and Architecture Dominik Kreuzberger Niklas Kühl Sebastian Hirschl VLM AI4CE 40 347 0 04 May 2022
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 93 184 0 30 Sep 2021
A Search Engine for Discovery of Scientific Challenges and Directions Dan Lahav Jon Saad-Falcon Bailey Kuehl Sophie Johnson Sravanthi Parasa ... Duen Horng Chau Diyi Yang Eric Horvitz Daniel S. Weld Tom Hope 46 23 0 31 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 90 490 0 26 Aug 2021
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study Rahul Nadkarni David Wadden Iz Beltagy Noah A. Smith Hannaneh Hajishirzi Tom Hope 70 27 0 17 Jun 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 120 88 0 30 Jan 2021
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 64 56 0 13 Oct 2020
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita Rodrigo Nogueira R. Lotufo 25 7 0 19 Sep 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 79 1,033 0 02 May 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 81 551 0 15 Apr 2020
Autonomous discovery in the chemical sciences part II: Outlook Connor W. Coley Natalie S. Eyke K. Jensen 61 172 0 30 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 602 4,801 0 23 Jan 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 118 6,266 0 22 Oct 2019
A survey on intrinsic motivation in reinforcement learning A. Aubret L. Matignon S. Hassas AI4CE 73 144 0 19 Aug 2019
PaperRobot: Incremental Draft Generation of Scientific Ideas Qingyun Wang Lifu Huang Zhiying Jiang Kevin Knight Heng Ji Joey Tianyi Zhou Yi Luan 55 60 0 20 May 2019