Graph of AI Ideas: Leveraging Knowledge Graphs and LLMs for AI Research Idea Generation

11 March 2025

Papers citing "Graph of AI Ideas: Leveraging Knowledge Graphs and LLMs for AI Research Idea Generation"

13 / 13 papers shown

Title
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models Jiacheng Ruan Wenzhen Yuan Xian Gao Ye Guo Daoxin Zhang Zhe Xu Yao Hu Ting Liu Yuzhuo Fu LRM VLM 133 4 0 10 Mar 2025
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 62 6 0 30 Oct 2024
FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion Jiacheng Ruan Yebin Yang Zehao Lin Feiyu Xiong Zeyun Tang Zhiyu Li Zhiyu Li VLM 50 3 0 16 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Chen Gong Shirui Pan LRM RALM 140 5 0 16 Oct 2024
Can Large Language Models Unlock Novel Scientific Research Ideas? Sandeep Kumar Tirthankar Ghosal Vinayak Goyal Asif Ekbal ALM LRM AI4CE 53 12 0 10 Sep 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 77 52 0 11 Apr 2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics Tyler A. Chang Katrin Tomanek Jessica Hoffmann Nithum Thain Erin van Liemt Kathleen Meier-Hellstern Lucas Dixon 78 8 0 13 Mar 2024
Can GNN be Good Adapter for LLMs? Xuanwen Huang Kaiqiao Han Yang Yang Dezheng Bao Quanjin Tao Ziwei Chai Qi Zhu AI4CE 54 43 0 20 Feb 2024
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 312 4,288 0 09 Jun 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 740 9,330 0 28 Jan 2022
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 81 200 0 05 Nov 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 212 57 0 23 Oct 2020
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 75 107 0 10 Nov 2019