SciPIP: An LLM-based Scientific Paper Idea Proposer

v1v2 (latest)

SciPIP: An LLM-based Scientific Paper Idea Proposer

30 October 2024

ArXiv (abs)PDF HTML

Papers citing "SciPIP: An LLM-based Scientific Paper Idea Proposer"

12 / 12 papers shown

Title
AI Scientists Fail Without Strong Implementation Capability Minjun Zhu Qiujie Xie Yixuan Weng Jian Wu Zhen Lin Linyi Yang Yue Zhang ELM 68 0 0 02 Jun 2025
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models Yachuan Liu Xiaochun Wei Lin Shi Xinnuo Li Bohan Zhang Paramveer S. Dhillon Qiaozhu Mei 65 0 0 26 May 2025
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 Xin Xu Ningyu Zhang LRM 207 1 0 06 May 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 88 1 0 11 Mar 2025
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing Xiangchao Yan Shiyang Feng Jiakang Yuan Renqiu Xia Bin Wang Bo Zhang Junlin Wu 111 3 0 06 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 119 1 0 03 Mar 2025
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 111 56 0 11 Apr 2024
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 279 1,922 0 28 Sep 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty Qingyun Wang Doug Downey Heng Ji Tom Hope LLMAG 161 81 0 23 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.6K 13,533 0 27 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 927 13,266 0 04 Mar 2022
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,348 0 27 Aug 2019