SciMON: Scientific Inspiration Machines Optimized for Novelty

23 May 2023

Qingyun Wang

Heng Ji

Papers citing "SciMON: Scientific Inspiration Machines Optimized for Novelty"

50 / 51 papers shown

Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies Shubham Gandhi Dhruv Shah Manasi S. Patwardhan L. Vig Gautam M. Shroff LLMAG AI4CE 143 0 0 28 Apr 2025
Spark: A System for Scientifically Creative Idea Generation Aishik Sanyal Samuel Schapiro Sumuk Shashidhar Royce Moon Lav R. Varshney Dilek Hakkani-Tur LRM 33 0 0 25 Apr 2025
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Aniketh Garikaparthi Manasi S. Patwardhan L. Vig Arman Cohan VLM LRM 64 0 0 23 Apr 2025
Sparks of Science: Hypothesis Generation Using Structured Paper Data Charles OÑeill Tirthankar Ghosal Roberta Răileanu Mike Walmsley Thang Bui Kevin Schawinski I. Ciucă LRM 53 0 0 17 Apr 2025
HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation Haokun Liu Sicong Huang Jingyu Hu Yangqiaoyu Zhou Chenhao Tan 30 0 0 15 Apr 2025
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models Parshin Shojaee Ngoc-Hieu Nguyen Kazem Meidani A. Farimani Khoa D. Doan Chandan K. Reddy 31 0 0 14 Apr 2025
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Yanzheng Xiang Hanqi Yan Shuyin Ouyang Lin Gui Yulan He 51 1 0 31 Mar 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 59 1 0 31 Mar 2025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Y. Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Y. Li Shixiang Tang Wanli Ouyang Erik Cambria Dongzhan Zhou 31 2 0 27 Mar 2025
Graph of AI Ideas: Leveraging Knowledge Graphs and LLMs for AI Research Idea Generation Xian Gao Zongyun Zhang Mingye Xie Ting Liu Yuzhuo Fu 42 0 0 11 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 71 1 0 03 Mar 2025
LAG: LLM agents for Leaderboard Auto Generation on Demanding Jian Wu J. Zhang Dongyuan Li Linyi Yang Aoxiao Zhong Renhe Jiang Qingsong Wen Yue Zhang LLMAG 72 0 0 25 Feb 2025
All That Glitters is Not Novel: Plagiarism in AI Generated Research Tarun Gupta Danish Pruthi 55 2 0 23 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 43 0 0 22 Feb 2025
Automatic Evaluation Metrics for Artificially Generated Scientific Research Niklas Höpner Leon Eshuijs Dimitrios Alivanistos Giacomo Zamprogno Ilaria Tiddi 49 0 0 14 Feb 2025
Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization Ganlin Liu Ziling Liang Xiaowei Huang Xinping Yi Shi Jin AAML 42 0 0 25 Dec 2024
MapExplorer: New Content Generation from Low-Dimensional Visualizations Xingjian Zhang Ziyang Xiong Shixuan Liu Yutong Xie Tolga Ergen Dongsub Shim Hua Xu Honglak Lee Qiaozhu Me 41 0 0 24 Dec 2024
Learning to Generate Research Idea with Dynamic Control Ruochen Li Liqiang Jing Chi Han Jiawei Zhou Xinya Du LRM 87 3 0 19 Dec 2024
EscapeBench: Pushing Language Models to Think Outside the Box Cheng Qian Peixuan Han Qinyu Luo Bingxiang He Xiusi Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 88 3 0 18 Dec 2024
LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Tianyang Gu Jingjin Wang Zhihao Zhang HaoHong Li LRM 80 2 0 18 Dec 2024
Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges Chandan K. Reddy Parshin Shojaee 73 4 0 16 Dec 2024
Generative Adversarial Reviews: When LLMs Become the Critic Nicolas Bougie Narimasa Watanabe 90 2 0 09 Dec 2024
Discovering emergent connections in quantum physics research via dynamic word embeddings Felix Frohnert Xuemei Gu Mario Krenn Evert P L van Nieuwenburg AI4CE 31 1 0 10 Nov 2024
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models Guangzhi Xiong Eric Xie Amir Hassan Shariatmadari Sikun Guo Stefan Bekiranov Aidong Zhang LRM HILM 31 6 0 04 Nov 2024
SciPIP: An LLM-based Scientific Paper Idea Proposer Wenxiao Wang Lihui Gu Liye Zhang Yunxiang Luo Yi Dai Chen Shen Liang Xie Binbin Lin Xiaofei He Jieping Ye 26 4 0 30 Oct 2024
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play Sha Li R. Reddy Khanh Duy Nguyen Q. Wang May Fung Chi Han Jiawei Han Kartik Natarajan Clare Voss Heng Ji LLMAG 27 0 0 24 Oct 2024
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production Kexuan Xin Q. Wang Junyu Chen Pengfei Yu Huimin Zhao Heng Ji 17 0 0 24 Oct 2024
Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas Xiang Hu Hongyu Fu Jinge Wang Yifeng Wang Zhikun Li Renjun Xu Yu Lu Yaochu Jin Lili Pan Zhenzhong Lan LRM 22 13 0 18 Oct 2024
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents Long Li Weiwen Xu Jiayan Guo Ruochen Zhao Xingxuan Li ... Ronghao Dang Deli Zhao Yu Rong Tian Feng Lidong Bing LRM AI4CE 36 18 0 17 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie Y. Li Wanli Ouyang Soujanya Poria Erik Cambria Dongzhan Zhou LRM 37 14 0 09 Oct 2024
IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback Kevin Pu K. J. Kevin Feng Tovi Grossman Tom Hope Bhavana Dalvi Mishra Matt Latzke Jonathan Bragg Joseph Chee Chang Pao Siangliulue 27 10 0 05 Oct 2024
PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas Yiren Liu Pranav Sharma Mehul Jitendra Oswal Haijun Xia Yun Huang 22 11 0 19 Sep 2024
Can Large Language Models Unlock Novel Scientific Research Ideas? Sandeep Kumar Tirthankar Ghosal Vinayak Goyal Asif Ekbal ALM LRM AI4CE 31 10 0 10 Sep 2024
Game On: Towards Language Models as RL Experimenters Jingwei Zhang Thomas Lampe A. Abdolmaleki Jost Tobias Springenberg Martin Riedmiller LM&Ro 33 0 0 05 Sep 2024
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents Ruochen Li Teerth Patel Qingyun Wang Xinya Du LLMAG MU 27 21 0 26 Aug 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
What Can Natural Language Processing Do for Peer Review? Ilia Kuznetsov Osama Mohammed Afzal Koen Dercksen Nils Dycke Alexander Goldberg ... Jingyan Wang Xiaodan Zhu Anna Rogers Nihar B. Shah Iryna Gurevych 36 12 0 10 May 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 42 15 0 29 Apr 2024
Autonomous LLM-driven research from data to human-verifiable research papers Tal Ifargan Lukas Hafner Maor Kern Ori Alcalay Roy Kishony 37 15 0 24 Apr 2024
Hypothesis Generation with Large Language Models Yangqiaoyu Zhou Haokun Liu Tejes Srivastava Hongyuan Mei Chenhao Tan LRM 33 26 0 05 Apr 2024
PRobELM: Plausibility Ranking Evaluation for Language Models Moy Yuan Chenxi Whitehouse Eric Chamoun Rami Aly Andreas Vlachos 91 4 0 04 Apr 2024
AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining Boshko Koloski Nada Lavrac B. Cestnik Senja Pollak Blaž Škrlj Andrej Kastrin 24 6 0 25 Dec 2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 45 0 0 06 Dec 2023
Large Language Models are Zero Shot Hypothesis Proposers Biqing Qi Kaiyan Zhang Haoxiang Li Kai Tian Sihang Zeng Zhang-Ren Chen Bowen Zhou 24 27 0 10 Nov 2023
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation Qian Huang Jian Vora Percy Liang J. Leskovec ELM LLMAG 22 67 0 05 Oct 2023
BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets Po-Ting Lai Chih-Hsuan Wei Ling Luo Qingyu Chen Zhiyong Lu 27 12 0 19 Jun 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Erik Cambria LRM ReLM 21 24 0 21 Mar 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 313 11,953 0 04 Mar 2022
Learning When to Translate for Streaming Speech Qianqian Dong Yaoming Zhu Mingxuan Wang Lei Li 52 29 0 15 Sep 2021