Harnessing Large Language Models for Scientific Novelty Detection

Harnessing Large Language Models for Scientific Novelty Detection

30 May 2025

Papers citing "Harnessing Large Language Models for Scientific Novelty Detection"

14 / 14 papers shown

Title
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Yong Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Yuezun Li Shixiang Tang Wanli Ouyang Min Zhang Dongzhan Zhou 77 8 0 27 Mar 2025
A review on the novelty measurements of academic papers Yi Zhao Chengzhi Zhang 65 1 0 29 Jan 2025
Learning to Generate Research Idea with Dynamic Control Ruochen Li Liqiang Jing Chi Han Jiawei Zhou Xinya Du LRM 96 3 0 19 Dec 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie You Li Wanli Ouyang Soujanya Poria Min Zhang Dongzhan Zhou LRM 62 22 0 09 Oct 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 94 1,701 1 18 Dec 2023
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery Zonglin Yang Xinya Du Junxian Li Jie Zheng Soujanya Poria Min Zhang LRM 46 53 0 06 Sep 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 107 374 0 07 Aug 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 77 1,521 0 06 Jul 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty Qingyun Wang Doug Downey Heng Ji Tom Hope LLMAG 47 76 0 23 May 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 169 576 0 07 Dec 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 169 3,336 0 18 Apr 2021
The Diversity-Innovation Paradox in Science Bas Hofstra V. V. Kulkarni Sebastian Munoz-Najar Galvez Bryan He Dan Jurafsky Daniel A. McFarland 64 672 0 04 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 643 11,979 0 27 Aug 2019
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 173 2,099 0 05 May 2017